Repository: prometheus/prometheus (language: go)

Issue:
ui: fix handling of scalar and string in isHeatmapData
**Description:**
This PR fixes an edge case when handling scalar and string data in the `isHeatmapData` function.

Incidentally, another minor issue on the type of `DataTableProps['data']` (specifically for resultType == 'string') was discovered and fixed (picture attached below). 

Fixes #13292.

---

From here, it can be seen that for resultType == 'string', the type of `result` is not a string, but rather `SampleValue` (which is `[number, string]`)

<img width="869" alt="Screen Shot 2024-01-04 at 02 17 45" src="https://github.com/prometheus/prometheus/assets/69668484/bb8c5acd-7c89-4dd6-ad8f-39744e55db02">



Discussion / hints:

Fix patch:
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
index 1aae1fff986..41530d46542 100644
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -1,6 +1,6 @@
 /web/ui @juliusv
 /web/ui/module @juliusv @nexucis
-/storage/remote @csmarchbanks @cstyan @bwplotka @tomwilkie
+/storage/remote @cstyan @bwplotka @tomwilkie
 /storage/remote/otlptranslator @gouthamve @jesusvazquez
 /discovery/kubernetes @brancz
 /tsdb @jesusvazquez
diff --git a/.github/workflows/buf.yml b/.github/workflows/buf.yml
index f6d5c9191a3..dc0694394bf 100644
--- a/.github/workflows/buf.yml
+++ b/.github/workflows/buf.yml
@@ -23,7 +23,7 @@ jobs:
         with:
           input: 'prompb'
           against: 'https://github.com/prometheus/prometheus.git#branch=main,ref=HEAD~1,subdir=prompb'
-      - uses: bufbuild/buf-push-action@342fc4cdcf29115a01cf12a2c6dd6aac68dc51e1 # v1.1.1
+      - uses: bufbuild/buf-push-action@a654ff18effe4641ebea4a4ce242c49800728459 # v1.1.1
         with:
           input: 'prompb'
           buf_token: ${{ secrets.BUF_TOKEN }}
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 8ba154e2588..f1e2b66bf1c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -197,7 +197,7 @@ jobs:
         uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4.1.1
       - uses: prometheus/promci@3cb0c3871f223bd5ce1226995bd52ffb314798b6 # v0.1.0
       - name: Install nodejs
-        uses: actions/setup-node@5e21ff4d9bc1a8cf6de233a3057d20ec6b3fb69d # v3.8.1
+        uses: actions/setup-node@b39b52d1213e96004bfcb1c61a8a6fa8ab84f3e8 # v4.0.1
         with:
           node-version-file: "web/ui/.nvmrc"
           registry-url: "https://registry.npmjs.org"
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index 5e14936a95c..fd1ef19ef32 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -30,12 +30,12 @@ jobs:
           go-version: 1.21.x
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@407ffafae6a767df3e0230c3df91b6443ae8df75 # v2.22.8
+        uses: github/codeql-action/init@012739e5082ff0c22ca6d6ab32e07c36df03c4a4 # v3.22.12
         with:
           languages: ${{ matrix.language }}
 
       - name: Autobuild
-        uses: github/codeql-action/autobuild@407ffafae6a767df3e0230c3df91b6443ae8df75 # v2.22.8
+        uses: github/codeql-action/autobuild@012739e5082ff0c22ca6d6ab32e07c36df03c4a4 # v3.22.12
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@407ffafae6a767df3e0230c3df91b6443ae8df75 # v2.22.8
+        uses: github/codeql-action/analyze@012739e5082ff0c22ca6d6ab32e07c36df03c4a4 # v3.22.12
diff --git a/.github/workflows/fuzzing.yml b/.github/workflows/fuzzing.yml
index 13f04f772ed..59975706071 100644
--- a/.github/workflows/fuzzing.yml
+++ b/.github/workflows/fuzzing.yml
@@ -21,7 +21,7 @@ jobs:
           fuzz-seconds: 600
           dry-run: false
       - name: Upload Crash
-        uses: actions/upload-artifact@a8a3f3ad30e3422c9c7b888a15615d19a852ae32 # v3.1.3
+        uses: actions/upload-artifact@c7d193f32edcb7bfad88892161225aeda64e9392 # v4.0.0
         if: failure() && steps.build.outcome == 'success'
         with:
           name: artifacts
diff --git a/.github/workflows/scorecards.yml b/.github/workflows/scorecards.yml
index f71e1331b0b..a668a4ceb0c 100644
--- a/.github/workflows/scorecards.yml
+++ b/.github/workflows/scorecards.yml
@@ -37,7 +37,7 @@ jobs:
       # Upload the results as artifacts (optional). Commenting out will disable uploads of run results in SARIF
       # format to the repository Actions tab.
       - name: "Upload artifact"
-        uses: actions/upload-artifact@a8a3f3ad30e3422c9c7b888a15615d19a852ae32 # tag=v3.1.3
+        uses: actions/upload-artifact@c7d193f32edcb7bfad88892161225aeda64e9392 # tag=v4.0.0
         with:
           name: SARIF file
           path: results.sarif
@@ -45,6 +45,6 @@ jobs:
 
       # Upload the results to GitHub's code scanning dashboard.
       - name: "Upload to code-scanning"
-        uses: github/codeql-action/upload-sarif@407ffafae6a767df3e0230c3df91b6443ae8df75 # tag=v2.22.8
+        uses: github/codeql-action/upload-sarif@012739e5082ff0c22ca6d6ab32e07c36df03c4a4 # tag=v3.22.12
         with:
           sarif_file: results.sarif
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 71b8c97fe47..1f71eb49ba7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,9 +1,47 @@
 # Changelog
 
-## unreleased
-
-* [ENHANCEMENT] TSDB: Make the wlog watcher read segments synchronously when not tailing. #13224
-* [BUGFIX] Agent: Participate in notify calls. #13223
+## 2.49.1 / 2024-01-15
+
+* [BUGFIX] TSDB: Fixed a wrong `q=` value in scrape accept header #13313
+
+## 2.49.0 / 2024-01-15
+
+* [FEATURE] Promtool: Add `--run` flag promtool test rules command. #12206
+* [FEATURE] SD: Add support for `NS` records to DNS SD. #13219
+* [FEATURE] UI: Add heatmap visualization setting in the Graph tab, useful histograms. #13096 #13371
+* [FEATURE] Scraping: Add `scrape_config.enable_compression` (default true) to disable gzip compression when scraping the target. #13166
+* [FEATURE] PromQL: Add a `promql-experimental-functions` feature flag containing some new experimental PromQL functions. #13103 NOTE: More experimental functions might be added behind the same feature flag in the future. Added functions:
+  * Experimental `mad_over_time` (median absolute deviation around the median) function. #13059
+  * Experimental `sort_by_label` and `sort_by_label_desc` functions allowing sorting returned series by labels. #11299
+* [FEATURE] SD: Add `__meta_linode_gpus` label to Linode SD. #13097
+* [FEATURE] API: Add `exclude_alerts` query parameter to `/api/v1/rules` to only return recording rules. #12999
+* [FEATURE] TSDB: --storage.tsdb.retention.time flag value is now exposed as a `prometheus_tsdb_retention_limit_seconds` metric. #12986
+* [FEATURE] Scraping: Add ability to specify priority of scrape protocols to accept during scrape (e.g. to scrape Prometheus proto format for certain jobs). This can be changed by setting `global.scrape_protocols` and `scrape_config.scrape_protocols`. #12738
+* [ENHANCEMENT] Scraping: Automated handling of scraping histograms that violate `scrape_config.native_histogram_bucket_limit` setting. #13129
+* [ENHANCEMENT] Scraping: Optimized memory allocations when scraping. #12992
+* [ENHANCEMENT] SD: Added cache for Azure SD to avoid rate-limits. #12622
+* [ENHANCEMENT] TSDB: Various improvements to OOO exemplar scraping. E.g. allowing ingestion of exemplars with the same timestamp, but with different labels. #13021
+* [ENHANCEMENT] API: Optimize `/api/v1/labels` and `/api/v1/label/<label_name>/values` when 1 set of matchers are used. #12888
+* [ENHANCEMENT] TSDB: Various optimizations for TSDB block index, head mmap chunks and WAL, reducing latency and memory allocations (improving API calls, compaction queries etc). #12997 #13058 #13056 #13040
+* [ENHANCEMENT] PromQL: Optimize memory allocations and latency when querying float histograms. #12954
+* [ENHANCEMENT] Rules: Instrument TraceID in log lines for rule evaluations. #13034
+* [ENHANCEMENT] PromQL: Optimize memory allocations in query_range calls. #13043
+* [ENHANCEMENT] Promtool: unittest interval now defaults to evaluation_intervals when not set. #12729
+* [BUGFIX] SD: Fixed Azure SD public IP reporting #13241
+* [BUGFIX] API: Fix inaccuracies in posting cardinality statistics. #12653
+* [BUGFIX] PromQL: Fix inaccuracies of `histogram_quantile` with classic histograms. #13153
+* [BUGFIX] TSDB: Fix rare fails or inaccurate queries with OOO samples. #13115
+* [BUGFIX] TSDB: Fix rare panics on append commit when exemplars are used. #13092
+* [BUGFIX] TSDB: Fix exemplar WAL storage, so remote write can send/receive samples before exemplars. #13113
+* [BUGFIX] Mixins: Fix `url` filter on remote write dashboards. #10721
+* [BUGFIX] PromQL/TSDB: Various fixes to float histogram operations. #12891 #12977 #12609 #13190 #13189 #13191 #13201 #13212 #13208
+* [BUGFIX] Promtool: Fix int32 overflow issues for 32-bit architectures. #12978
+* [BUGFIX] SD: Fix Azure VM Scale Set NIC issue. #13283
+
+## 2.48.1 / 2023-12-07
+
+* [BUGFIX] TSDB: Make the wlog watcher read segments synchronously when not tailing. #13224
+* [BUGFIX] Agent: Participate in notify calls (fixes slow down in remote write handling introduced in 2.45). #13223
 
 ## 2.48.0 / 2023-11-16
 
diff --git a/MAINTAINERS.md b/MAINTAINERS.md
index 902e9a6e949..a776eb3594e 100644
--- a/MAINTAINERS.md
+++ b/MAINTAINERS.md
@@ -8,8 +8,10 @@ Julien Pivotto (<roidelapluie@prometheus.io> / @roidelapluie) and Levi Harrison
   * `k8s`: Frederic Branczyk (<fbranczyk@gmail.com> / @brancz)
 * `documentation`
   * `prometheus-mixin`: Matthias Loibl (<mail@matthiasloibl.com> / @metalmatze)
+* `model/histogram` and other code related to native histograms: Björn Rabenstein (<beorn@grafana.com> / @beorn7), 
+George Krajcsovits (<gyorgy.krajcsovits@grafana.com> / @krajorama)
 * `storage`
-  * `remote`: Chris Marchbanks (<csmarchbanks@gmail.com> / @csmarchbanks), Callum Styan (<callumstyan@gmail.com> / @cstyan), Bartłomiej Płotka (<bwplotka@gmail.com> / @bwplotka), Tom Wilkie (<tom.wilkie@gmail.com> / @tomwilkie)
+  * `remote`: Callum Styan (<callumstyan@gmail.com> / @cstyan), Bartłomiej Płotka (<bwplotka@gmail.com> / @bwplotka), Tom Wilkie (<tom.wilkie@gmail.com> / @tomwilkie)
 * `tsdb`: Ganesh Vernekar (<ganesh@grafana.com> / @codesome), Bartłomiej Płotka (<bwplotka@gmail.com> / @bwplotka), Jesús Vázquez (<jesus.vazquez@grafana.com> / @jesusvazquez)
   * `agent`: Robert Fratto (<robert.fratto@grafana.com> / @rfratto)
 * `web`
@@ -17,6 +19,7 @@ Julien Pivotto (<roidelapluie@prometheus.io> / @roidelapluie) and Levi Harrison
     * `module`: Augustin Husson (<husson.augustin@gmail.com> @nexucis)
 * `Makefile` and related build configuration: Simon Pasquier (<pasquier.simon@gmail.com> / @simonpasquier), Ben Kochie (<superq@gmail.com> / @SuperQ)
 
+
 For the sake of brevity, not all subtrees are explicitly listed. Due to the
 size of this repository, the natural changes in focus of maintainers over time,
 and nuances of where particular features live, this list will always be
diff --git a/README.md b/README.md
index 5fa6cc49e5b..0042793ff64 100644
--- a/README.md
+++ b/README.md
@@ -14,7 +14,7 @@ examples and guides.</p>
 [![CII Best Practices](https://bestpractices.coreinfrastructure.org/projects/486/badge)](https://bestpractices.coreinfrastructure.org/projects/486)
 [![Gitpod ready-to-code](https://img.shields.io/badge/Gitpod-ready--to--code-blue?logo=gitpod)](https://gitpod.io/#https://github.com/prometheus/prometheus)
 [![Fuzzing Status](https://oss-fuzz-build-logs.storage.googleapis.com/badges/prometheus.svg)](https://bugs.chromium.org/p/oss-fuzz/issues/list?sort=-opened&can=1&q=proj:prometheus)
-[![OpenSSF Scorecard](https://api.securityscorecards.dev/projects/github.com/prometheus/prometheus/badge)](https://api.securityscorecards.dev/projects/github.com/prometheus/prometheus)
+[![OpenSSF Scorecard](https://api.securityscorecards.dev/projects/github.com/prometheus/prometheus/badge)](https://securityscorecards.dev/viewer/?uri=github.com/prometheus/prometheus)
 
 </div>
 
diff --git a/RELEASE.md b/RELEASE.md
index 6ab2f638996..6815308f477 100644
--- a/RELEASE.md
+++ b/RELEASE.md
@@ -54,7 +54,8 @@ Release cadence of first pre-releases being cut is 6 weeks.
 | v2.47          | 2023-08-23                                 | Bryan Boreham (GitHub: @bboreham)           |
 | v2.48          | 2023-10-04                                 | Levi Harrison (GitHub: @LeviHarrison)       |
 | v2.49          | 2023-12-05                                 | Bartek Plotka (GitHub: @bwplotka)           |
-| v2.50          | 2024-01-16                                 | **searching for volunteer**                 |
+| v2.50          | 2024-01-16                                 | Augustin Husson (GitHub: @nexucis)          |
+| v2.51          | 2024-02-13                                 | **searching for volunteer**                 |
 
 If you are interested in volunteering please create a pull request against the [prometheus/prometheus](https://github.com/prometheus/prometheus) repository and propose yourself for the release series of your choice.
 
diff --git a/VERSION b/VERSION
index 9a9feb08471..f5518081bd1 100644
--- a/VERSION
+++ b/VERSION
@@ -1,1 +1,1 @@
-2.48.0
+2.49.1
diff --git a/cmd/prometheus/main.go b/cmd/prometheus/main.go
index ebace6dda00..2eed8e7ce81 100644
--- a/cmd/prometheus/main.go
+++ b/cmd/prometheus/main.go
@@ -33,6 +33,7 @@ import (
 	"syscall"
 	"time"
 
+	"github.com/KimMachineGun/automemlimit/memlimit"
 	"github.com/alecthomas/kingpin/v2"
 	"github.com/alecthomas/units"
 	"github.com/go-kit/log"
@@ -136,6 +137,7 @@ type flagConfig struct {
 	forGracePeriod      model.Duration
 	outageTolerance     model.Duration
 	resendDelay         model.Duration
+	maxConcurrentEvals  int64
 	web                 web.Options
 	scrape              scrape.Options
 	tsdb                tsdbOptions
@@ -147,7 +149,8 @@ type flagConfig struct {
 	queryMaxSamples     int
 	RemoteFlushDeadline model.Duration
 
-	featureList []string
+	featureList   []string
+	memlimitRatio float64
 	// These options are extracted from featureList
 	// for ease of use.
 	enableExpandExternalLabels bool
@@ -155,7 +158,9 @@ type flagConfig struct {
 	enablePerStepStats         bool
 	enableAutoGOMAXPROCS       bool
 	// todo: how to use the enable feature flag properly + use the remote format enum type
-	rwFormat int
+	rwFormat                 int
+	enableAutoGOMEMLIMIT     bool
+	enableConcurrentRuleEval bool
 
 	prometheusURL   string
 	corsRegexString string
@@ -202,6 +207,12 @@ func (c *flagConfig) setFeatureListOptions(logger log.Logger) error {
 			case "auto-gomaxprocs":
 				c.enableAutoGOMAXPROCS = true
 				level.Info(logger).Log("msg", "Automatically set GOMAXPROCS to match Linux container CPU quota")
+			case "auto-gomemlimit":
+				c.enableAutoGOMEMLIMIT = true
+				level.Info(logger).Log("msg", "Automatically set GOMEMLIMIT to match Linux container or system memory limit")
+			case "concurrent-rule-eval":
+				c.enableConcurrentRuleEval = true
+				level.Info(logger).Log("msg", "Experimental concurrent rule evaluation enabled.")
 			case "no-default-scrape-port":
 				c.scrape.NoDefaultPort = true
 				level.Info(logger).Log("msg", "No default port will be appended to scrape targets' addresses.")
@@ -267,6 +278,9 @@ func main() {
 	a.Flag("web.listen-address", "Address to listen on for UI, API, and telemetry.").
 		Default("0.0.0.0:9090").StringVar(&cfg.web.ListenAddress)
 
+	a.Flag("auto-gomemlimit.ratio", "The ratio of reserved GOMEMLIMIT memory to the detected maximum container or system memory").
+		Default("0.9").FloatVar(&cfg.memlimitRatio)
+
 	webConfig := a.Flag(
 		"web.config.file",
 		"[EXPERIMENTAL] Path to configuration file that can enable TLS or authentication.",
@@ -407,6 +421,9 @@ func main() {
 	serverOnlyFlag(a, "rules.alert.resend-delay", "Minimum amount of time to wait before resending an alert to Alertmanager.").
 		Default("1m").SetValue(&cfg.resendDelay)
 
+	serverOnlyFlag(a, "rules.max-concurrent-evals", "Global concurrency limit for independent rules that can run concurrently.").
+		Default("4").Int64Var(&cfg.maxConcurrentEvals)
+
 	a.Flag("scrape.adjust-timestamps", "Adjust scrape timestamps by up to `scrape.timestamp-tolerance` to align them to the intended schedule. See https://github.com/prometheus/prometheus/issues/7846 for more context. Experimental. This flag will be removed in a future release.").
 		Hidden().Default("true").BoolVar(&scrape.AlignScrapeTimestamps)
 
@@ -434,7 +451,7 @@ func main() {
 	a.Flag("scrape.discovery-reload-interval", "Interval used by scrape manager to throttle target groups updates.").
 		Hidden().Default("5s").SetValue(&cfg.scrape.DiscoveryReloadInterval)
 
-	a.Flag("enable-feature", "Comma separated feature names to enable. Valid options: agent, exemplar-storage, expand-external-labels, memory-snapshot-on-shutdown, promql-at-modifier, promql-negative-offset, promql-per-step-stats, promql-experimental-functions, remote-write-receiver (DEPRECATED), extra-scrape-metrics, new-service-discovery-manager, auto-gomaxprocs, no-default-scrape-port, native-histograms, otlp-write-receiver, metadata-wal-records. See https://prometheus.io/docs/prometheus/latest/feature_flags/ for more details.").
+	a.Flag("enable-feature", "Comma separated feature names to enable. Valid options: agent, auto-gomemlimit, exemplar-storage, expand-external-labels, memory-snapshot-on-shutdown, promql-at-modifier, promql-negative-offset, promql-per-step-stats, promql-experimental-functions, remote-write-receiver (DEPRECATED), extra-scrape-metrics, new-service-discovery-manager, auto-gomaxprocs, no-default-scrape-port, native-histograms, otlp-write-receiver, metadata-wal-records. See https://prometheus.io/docs/prometheus/latest/feature_flags/ for more details.").
 		Default("").StringsVar(&cfg.featureList)
 
 	a.Flag("remote-write-format", "remote write proto format to use, valid options: 0 (1.0), 1 (reduced format), 3 (min64 format)").
@@ -475,6 +492,11 @@ func main() {
 		os.Exit(3)
 	}
 
+	if cfg.memlimitRatio <= 0.0 || cfg.memlimitRatio > 1.0 {
+		fmt.Fprintf(os.Stderr, "--auto-gomemlimit.ratio must be greater than 0 and less than or equal to 1.")
+		os.Exit(1)
+	}
+
 	localStoragePath := cfg.serverStoragePath
 	if agentMode {
 		localStoragePath = cfg.agentStoragePath
@@ -638,9 +660,16 @@ func main() {
 		level.Error(logger).Log("msg", "failed to register Kubernetes client metrics", "err", err)
 		os.Exit(1)
 	}
+
+	sdMetrics, err := discovery.CreateAndRegisterSDMetrics(prometheus.DefaultRegisterer)
+	if err != nil {
+		level.Error(logger).Log("msg", "failed to register service discovery metrics", "err", err)
+		os.Exit(1)
+	}
+
 	if cfg.enableNewSDManager {
 		{
-			discMgr := discovery.NewManager(ctxScrape, log.With(logger, "component", "discovery manager scrape"), prometheus.DefaultRegisterer, discovery.Name("scrape"))
+			discMgr := discovery.NewManager(ctxScrape, log.With(logger, "component", "discovery manager scrape"), prometheus.DefaultRegisterer, sdMetrics, discovery.Name("scrape"))
 			if discMgr == nil {
 				level.Error(logger).Log("msg", "failed to create a discovery manager scrape")
 				os.Exit(1)
@@ -649,7 +678,7 @@ func main() {
 		}
 
 		{
-			discMgr := discovery.NewManager(ctxNotify, log.With(logger, "component", "discovery manager notify"), prometheus.DefaultRegisterer, discovery.Name("notify"))
+			discMgr := discovery.NewManager(ctxNotify, log.With(logger, "component", "discovery manager notify"), prometheus.DefaultRegisterer, sdMetrics, discovery.Name("notify"))
 			if discMgr == nil {
 				level.Error(logger).Log("msg", "failed to create a discovery manager notify")
 				os.Exit(1)
@@ -658,7 +687,7 @@ func main() {
 		}
 	} else {
 		{
-			discMgr := legacymanager.NewManager(ctxScrape, log.With(logger, "component", "discovery manager scrape"), prometheus.DefaultRegisterer, legacymanager.Name("scrape"))
+			discMgr := legacymanager.NewManager(ctxScrape, log.With(logger, "component", "discovery manager scrape"), prometheus.DefaultRegisterer, sdMetrics, legacymanager.Name("scrape"))
 			if discMgr == nil {
 				level.Error(logger).Log("msg", "failed to create a discovery manager scrape")
 				os.Exit(1)
@@ -667,7 +696,7 @@ func main() {
 		}
 
 		{
-			discMgr := legacymanager.NewManager(ctxNotify, log.With(logger, "component", "discovery manager notify"), prometheus.DefaultRegisterer, legacymanager.Name("notify"))
+			discMgr := legacymanager.NewManager(ctxNotify, log.With(logger, "component", "discovery manager notify"), prometheus.DefaultRegisterer, sdMetrics, legacymanager.Name("notify"))
 			if discMgr == nil {
 				level.Error(logger).Log("msg", "failed to create a discovery manager notify")
 				os.Exit(1)
@@ -703,6 +732,20 @@ func main() {
 		}
 	}
 
+	if cfg.enableAutoGOMEMLIMIT {
+		if _, err := memlimit.SetGoMemLimitWithOpts(
+			memlimit.WithRatio(cfg.memlimitRatio),
+			memlimit.WithProvider(
+				memlimit.ApplyFallback(
+					memlimit.FromCgroup,
+					memlimit.FromSystem,
+				),
+			),
+		); err != nil {
+			level.Warn(logger).Log("component", "automemlimit", "msg", "Failed to set GOMEMLIMIT automatically", "err", err)
+		}
+	}
+
 	if !agentMode {
 		opts := promql.EngineOpts{
 			Logger:                   log.With(logger, "component", "query engine"),
@@ -722,17 +765,19 @@ func main() {
 		queryEngine = promql.NewEngine(opts)
 
 		ruleManager = rules.NewManager(&rules.ManagerOptions{
-			Appendable:      fanoutStorage,
-			Queryable:       localStorage,
-			QueryFunc:       rules.EngineQueryFunc(queryEngine, fanoutStorage),
-			NotifyFunc:      rules.SendAlerts(notifierManager, cfg.web.ExternalURL.String()),
-			Context:         ctxRule,
-			ExternalURL:     cfg.web.ExternalURL,
-			Registerer:      prometheus.DefaultRegisterer,
-			Logger:          log.With(logger, "component", "rule manager"),
-			OutageTolerance: time.Duration(cfg.outageTolerance),
-			ForGracePeriod:  time.Duration(cfg.forGracePeriod),
-			ResendDelay:     time.Duration(cfg.resendDelay),
+			Appendable:             fanoutStorage,
+			Queryable:              localStorage,
+			QueryFunc:              rules.EngineQueryFunc(queryEngine, fanoutStorage),
+			NotifyFunc:             rules.SendAlerts(notifierManager, cfg.web.ExternalURL.String()),
+			Context:                ctxRule,
+			ExternalURL:            cfg.web.ExternalURL,
+			Registerer:             prometheus.DefaultRegisterer,
+			Logger:                 log.With(logger, "component", "rule manager"),
+			OutageTolerance:        time.Duration(cfg.outageTolerance),
+			ForGracePeriod:         time.Duration(cfg.forGracePeriod),
+			ResendDelay:            time.Duration(cfg.resendDelay),
+			MaxConcurrentEvals:     cfg.maxConcurrentEvals,
+			ConcurrentEvalsEnabled: cfg.enableConcurrentRuleEval,
 		})
 	}
 
@@ -1655,6 +1700,7 @@ func (opts tsdbOptions) ToTSDBOptions() tsdb.Options {
 		EnableMemorySnapshotOnShutdown: opts.EnableMemorySnapshotOnShutdown,
 		EnableNativeHistograms:         opts.EnableNativeHistograms,
 		OutOfOrderTimeWindow:           opts.OutOfOrderTimeWindow,
+		EnableOverlappingCompaction:    true,
 	}
 }
 
diff --git a/cmd/promtool/analyze.go b/cmd/promtool/analyze.go
new file mode 100644
index 00000000000..c1f523de525
--- /dev/null
+++ b/cmd/promtool/analyze.go
@@ -0,0 +1,370 @@
+// Copyright 2023 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package main
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"io"
+	"math"
+	"net/http"
+	"net/url"
+	"os"
+	"sort"
+	"strconv"
+	"strings"
+	"time"
+
+	v1 "github.com/prometheus/client_golang/api/prometheus/v1"
+	"github.com/prometheus/common/model"
+
+	"github.com/prometheus/prometheus/model/labels"
+)
+
+var (
+	errNotNativeHistogram = fmt.Errorf("not a native histogram")
+	errNotEnoughData      = fmt.Errorf("not enough data")
+
+	outputHeader = `Bucket stats for each histogram series over time
+------------------------------------------------
+First the min, avg, and max number of populated buckets, followed by the total
+number of buckets (only if different from the max number of populated buckets
+which is typical for classic but not native histograms).`
+	outputFooter = `Aggregated bucket stats
+-----------------------
+Each line shows min/avg/max over the series above.`
+)
+
+type QueryAnalyzeConfig struct {
+	metricType string
+	duration   time.Duration
+	time       string
+	matchers   []string
+}
+
+// run retrieves metrics that look like conventional histograms (i.e. have _bucket
+// suffixes) or native histograms, depending on metricType flag.
+func (c *QueryAnalyzeConfig) run(url *url.URL, roundtripper http.RoundTripper) error {
+	if c.metricType != "histogram" {
+		return fmt.Errorf("analyze type is %s, must be 'histogram'", c.metricType)
+	}
+
+	ctx := context.Background()
+
+	api, err := newAPI(url, roundtripper, nil)
+	if err != nil {
+		return err
+	}
+
+	var endTime time.Time
+	if c.time != "" {
+		endTime, err = parseTime(c.time)
+		if err != nil {
+			return fmt.Errorf("error parsing time '%s': %w", c.time, err)
+		}
+	} else {
+		endTime = time.Now()
+	}
+
+	return c.getStatsFromMetrics(ctx, api, endTime, os.Stdout, c.matchers)
+}
+
+func (c *QueryAnalyzeConfig) getStatsFromMetrics(ctx context.Context, api v1.API, endTime time.Time, out io.Writer, matchers []string) error {
+	fmt.Fprintf(out, "%s\n\n", outputHeader)
+	metastatsNative := newMetaStatistics()
+	metastatsClassic := newMetaStatistics()
+	for _, matcher := range matchers {
+		seriesSel := seriesSelector(matcher, c.duration)
+		matrix, err := querySamples(ctx, api, seriesSel, endTime)
+		if err != nil {
+			return err
+		}
+
+		matrices := make(map[string]model.Matrix)
+		for _, series := range matrix {
+			// We do not handle mixed types. If there are float values, we assume it is a
+			// classic histogram, otherwise we assume it is a native histogram, and we
+			// ignore series with errors if they do not match the expected type.
+			if len(series.Values) == 0 {
+				stats, err := calcNativeBucketStatistics(series)
+				if err != nil {
+					if errors.Is(err, errNotNativeHistogram) || errors.Is(err, errNotEnoughData) {
+						continue
+					}
+					return err
+				}
+				fmt.Fprintf(out, "- %s (native): %v\n", series.Metric, *stats)
+				metastatsNative.update(stats)
+			} else {
+				lbs := model.LabelSet(series.Metric).Clone()
+				if _, ok := lbs["le"]; !ok {
+					continue
+				}
+				metricName := string(lbs[labels.MetricName])
+				if !strings.HasSuffix(metricName, "_bucket") {
+					continue
+				}
+				delete(lbs, labels.MetricName)
+				delete(lbs, "le")
+				key := formatSeriesName(metricName, lbs)
+				matrices[key] = append(matrices[key], series)
+			}
+		}
+
+		for key, matrix := range matrices {
+			stats, err := calcClassicBucketStatistics(matrix)
+			if err != nil {
+				if errors.Is(err, errNotEnoughData) {
+					continue
+				}
+				return err
+			}
+			fmt.Fprintf(out, "- %s (classic): %v\n", key, *stats)
+			metastatsClassic.update(stats)
+		}
+	}
+	fmt.Fprintf(out, "\n%s\n", outputFooter)
+	if metastatsNative.Count() > 0 {
+		fmt.Fprintf(out, "\nNative %s\n", metastatsNative)
+	}
+	if metastatsClassic.Count() > 0 {
+		fmt.Fprintf(out, "\nClassic %s\n", metastatsClassic)
+	}
+	return nil
+}
+
+func seriesSelector(metricName string, duration time.Duration) string {
+	builder := strings.Builder{}
+	builder.WriteString(metricName)
+	builder.WriteRune('[')
+	builder.WriteString(duration.String())
+	builder.WriteRune(']')
+	return builder.String()
+}
+
+func formatSeriesName(metricName string, lbs model.LabelSet) string {
+	builder := strings.Builder{}
+	builder.WriteString(metricName)
+	builder.WriteString(lbs.String())
+	return builder.String()
+}
+
+func querySamples(ctx context.Context, api v1.API, query string, end time.Time) (model.Matrix, error) {
+	values, _, err := api.Query(ctx, query, end)
+	if err != nil {
+		return nil, err
+	}
+
+	matrix, ok := values.(model.Matrix)
+	if !ok {
+		return nil, fmt.Errorf("query of buckets resulted in non-Matrix")
+	}
+
+	return matrix, nil
+}
+
+// minPop/avgPop/maxPop is for the number of populated (non-zero) buckets.
+// total is the total number of buckets across all samples in the series,
+// populated or not.
+type statistics struct {
+	minPop, maxPop, total int
+	avgPop                float64
+}
+
+func (s statistics) String() string {
+	if s.maxPop == s.total {
+		return fmt.Sprintf("%d/%.3f/%d", s.minPop, s.avgPop, s.maxPop)
+	}
+	return fmt.Sprintf("%d/%.3f/%d/%d", s.minPop, s.avgPop, s.maxPop, s.total)
+}
+
+func calcClassicBucketStatistics(matrix model.Matrix) (*statistics, error) {
+	numBuckets := len(matrix)
+
+	stats := &statistics{
+		minPop: math.MaxInt,
+		total:  numBuckets,
+	}
+
+	if numBuckets == 0 || len(matrix[0].Values) < 2 {
+		return stats, errNotEnoughData
+	}
+
+	numSamples := len(matrix[0].Values)
+
+	sortMatrix(matrix)
+
+	totalPop := 0
+	for timeIdx := 0; timeIdx < numSamples; timeIdx++ {
+		curr, err := getBucketCountsAtTime(matrix, numBuckets, timeIdx)
+		if err != nil {
+			return stats, err
+		}
+		countPop := 0
+		for _, b := range curr {
+			if b != 0 {
+				countPop++
+			}
+		}
+
+		totalPop += countPop
+		if stats.minPop > countPop {
+			stats.minPop = countPop
+		}
+		if stats.maxPop < countPop {
+			stats.maxPop = countPop
+		}
+	}
+	stats.avgPop = float64(totalPop) / float64(numSamples)
+	return stats, nil
+}
+
+func sortMatrix(matrix model.Matrix) {
+	sort.SliceStable(matrix, func(i, j int) bool {
+		return getLe(matrix[i]) < getLe(matrix[j])
+	})
+}
+
+func getLe(series *model.SampleStream) float64 {
+	lbs := model.LabelSet(series.Metric)
+	le, _ := strconv.ParseFloat(string(lbs["le"]), 64)
+	return le
+}
+
+func getBucketCountsAtTime(matrix model.Matrix, numBuckets, timeIdx int) ([]int, error) {
+	counts := make([]int, numBuckets)
+	if timeIdx >= len(matrix[0].Values) {
+		// Just return zeroes instead of erroring out so we can get partial results.
+		return counts, nil
+	}
+	counts[0] = int(matrix[0].Values[timeIdx].Value)
+	for i, bucket := range matrix[1:] {
+		if timeIdx >= len(bucket.Values) {
+			// Just return zeroes instead of erroring out so we can get partial results.
+			return counts, nil
+		}
+		curr := bucket.Values[timeIdx]
+		prev := matrix[i].Values[timeIdx]
+		// Assume the results are nicely aligned.
+		if curr.Timestamp != prev.Timestamp {
+			return counts, fmt.Errorf("matrix result is not time aligned")
+		}
+		counts[i+1] = int(curr.Value - prev.Value)
+	}
+	return counts, nil
+}
+
+type bucketBounds struct {
+	boundaries   int32
+	upper, lower float64
+}
+
+func makeBucketBounds(b *model.HistogramBucket) bucketBounds {
+	return bucketBounds{
+		boundaries: b.Boundaries,
+		upper:      float64(b.Upper),
+		lower:      float64(b.Lower),
+	}
+}
+
+func calcNativeBucketStatistics(series *model.SampleStream) (*statistics, error) {
+	stats := &statistics{
+		minPop: math.MaxInt,
+	}
+
+	overall := make(map[bucketBounds]struct{})
+	totalPop := 0
+	if len(series.Histograms) == 0 {
+		return nil, errNotNativeHistogram
+	}
+	if len(series.Histograms) == 1 {
+		return nil, errNotEnoughData
+	}
+	for _, histogram := range series.Histograms {
+		for _, bucket := range histogram.Histogram.Buckets {
+			bb := makeBucketBounds(bucket)
+			overall[bb] = struct{}{}
+		}
+		countPop := len(histogram.Histogram.Buckets)
+
+		totalPop += countPop
+		if stats.minPop > countPop {
+			stats.minPop = countPop
+		}
+		if stats.maxPop < countPop {
+			stats.maxPop = countPop
+		}
+	}
+	stats.avgPop = float64(totalPop) / float64(len(series.Histograms))
+	stats.total = len(overall)
+	return stats, nil
+}
+
+type distribution struct {
+	min, max, count int
+	avg             float64
+}
+
+func newDistribution() distribution {
+	return distribution{
+		min: math.MaxInt,
+	}
+}
+
+func (d *distribution) update(num int) {
+	if d.min > num {
+		d.min = num
+	}
+	if d.max < num {
+		d.max = num
+	}
+	d.count++
+	d.avg += float64(num)/float64(d.count) - d.avg/float64(d.count)
+}
+
+func (d distribution) String() string {
+	return fmt.Sprintf("%d/%.3f/%d", d.min, d.avg, d.max)
+}
+
+type metaStatistics struct {
+	minPop, avgPop, maxPop, total distribution
+}
+
+func newMetaStatistics() *metaStatistics {
+	return &metaStatistics{
+		minPop: newDistribution(),
+		avgPop: newDistribution(),
+		maxPop: newDistribution(),
+		total:  newDistribution(),
+	}
+}
+
+func (ms metaStatistics) Count() int {
+	return ms.minPop.count
+}
+
+func (ms metaStatistics) String() string {
+	if ms.maxPop == ms.total {
+		return fmt.Sprintf("histogram series (%d in total):\n- min populated: %v\n- avg populated: %v\n- max populated: %v", ms.Count(), ms.minPop, ms.avgPop, ms.maxPop)
+	}
+	return fmt.Sprintf("histogram series (%d in total):\n- min populated: %v\n- avg populated: %v\n- max populated: %v\n- total: %v", ms.Count(), ms.minPop, ms.avgPop, ms.maxPop, ms.total)
+}
+
+func (ms *metaStatistics) update(s *statistics) {
+	ms.minPop.update(s.minPop)
+	ms.avgPop.update(int(s.avgPop))
+	ms.maxPop.update(s.maxPop)
+	ms.total.update(s.total)
+}
diff --git a/cmd/promtool/main.go b/cmd/promtool/main.go
index 508b681b882..0332c33eaa3 100644
--- a/cmd/promtool/main.go
+++ b/cmd/promtool/main.go
@@ -35,9 +35,7 @@ import (
 	"github.com/go-kit/log"
 	"github.com/google/pprof/profile"
 	"github.com/prometheus/client_golang/api"
-	v1 "github.com/prometheus/client_golang/api/prometheus/v1"
 	"github.com/prometheus/client_golang/prometheus"
-	"github.com/prometheus/client_golang/prometheus/promhttp"
 	"github.com/prometheus/client_golang/prometheus/testutil/promlint"
 	config_util "github.com/prometheus/common/config"
 	"github.com/prometheus/common/model"
@@ -185,6 +183,14 @@ func main() {
 	queryLabelsEnd := queryLabelsCmd.Flag("end", "End time (RFC3339 or Unix timestamp).").String()
 	queryLabelsMatch := queryLabelsCmd.Flag("match", "Series selector. Can be specified multiple times.").Strings()
 
+	queryAnalyzeCfg := &QueryAnalyzeConfig{}
+	queryAnalyzeCmd := queryCmd.Command("analyze", "Run queries against your Prometheus to analyze the usage pattern of certain metrics.")
+	queryAnalyzeCmd.Flag("server", "Prometheus server to query.").Required().URLVar(&serverURL)
+	queryAnalyzeCmd.Flag("type", "Type of metric: histogram.").Required().StringVar(&queryAnalyzeCfg.metricType)
+	queryAnalyzeCmd.Flag("duration", "Time frame to analyze.").Default("1h").DurationVar(&queryAnalyzeCfg.duration)
+	queryAnalyzeCmd.Flag("time", "Query time (RFC3339 or Unix timestamp), defaults to now.").StringVar(&queryAnalyzeCfg.time)
+	queryAnalyzeCmd.Flag("match", "Series selector. Can be specified multiple times.").Required().StringsVar(&queryAnalyzeCfg.matchers)
+
 	pushCmd := app.Command("push", "Push to a Prometheus server.")
 	pushCmd.Flag("http.config.file", "HTTP client configuration file for promtool to connect to Prometheus.").PlaceHolder("<filename>").ExistingFileVar(&httpConfigFilePath)
 	pushMetricsCmd := pushCmd.Command("metrics", "Push metrics to a prometheus remote write (for testing purpose only).")
@@ -204,6 +210,7 @@ func main() {
 		"test-rule-file",
 		"The unit test file.",
 	).Required().ExistingFiles()
+	testRulesDiff := testRulesCmd.Flag("diff", "[Experimental] Print colored differential output between expected & received output.").Default("false").Bool()
 
 	defaultDBPath := "data/"
 	tsdbCmd := app.Command("tsdb", "Run tsdb commands.")
@@ -230,7 +237,7 @@ func main() {
 	dumpPath := tsdbDumpCmd.Arg("db path", "Database path (default is "+defaultDBPath+").").Default(defaultDBPath).String()
 	dumpMinTime := tsdbDumpCmd.Flag("min-time", "Minimum timestamp to dump.").Default(strconv.FormatInt(math.MinInt64, 10)).Int64()
 	dumpMaxTime := tsdbDumpCmd.Flag("max-time", "Maximum timestamp to dump.").Default(strconv.FormatInt(math.MaxInt64, 10)).Int64()
-	dumpMatch := tsdbDumpCmd.Flag("match", "Series selector.").Default("{__name__=~'(?s:.*)'}").String()
+	dumpMatch := tsdbDumpCmd.Flag("match", "Series selector. Can be specified multiple times.").Default("{__name__=~'(?s:.*)'}").Strings()
 
 	importCmd := tsdbCmd.Command("create-blocks-from", "[Experimental] Import samples from input and produce TSDB blocks. Please refer to the storage docs for more details.")
 	importHumanReadable := importCmd.Flag("human-readable", "Print human readable values.").Short('r').Bool()
@@ -369,6 +376,7 @@ func main() {
 				EnableNegativeOffset: true,
 			},
 			*testRulesRun,
+			*testRulesDiff,
 			*testRulesFiles...),
 		)
 
@@ -390,6 +398,9 @@ func main() {
 	case importRulesCmd.FullCommand():
 		os.Exit(checkErr(importRules(serverURL, httpRoundTripper, *importRulesStart, *importRulesEnd, *importRulesOutputDir, *importRulesEvalInterval, *maxBlockDuration, *importRulesFiles...)))
 
+	case queryAnalyzeCmd.FullCommand():
+		os.Exit(checkErr(queryAnalyzeCfg.run(serverURL, httpRoundTripper)))
+
 	case documentationCmd.FullCommand():
 		os.Exit(checkErr(documentcli.GenerateMarkdown(app.Model(), os.Stdout)))
 
@@ -997,246 +1008,6 @@ func checkMetricsExtended(r io.Reader) ([]metricStat, int, error) {
 	return stats, total, nil
 }
 
-// QueryInstant performs an instant query against a Prometheus server.
-func QueryInstant(url *url.URL, roundTripper http.RoundTripper, query, evalTime string, p printer) int {
-	if url.Scheme == "" {
-		url.Scheme = "http"
-	}
-	config := api.Config{
-		Address:      url.String(),
-		RoundTripper: roundTripper,
-	}
-
-	// Create new client.
-	c, err := api.NewClient(config)
-	if err != nil {
-		fmt.Fprintln(os.Stderr, "error creating API client:", err)
-		return failureExitCode
-	}
-
-	eTime := time.Now()
-	if evalTime != "" {
-		eTime, err = parseTime(evalTime)
-		if err != nil {
-			fmt.Fprintln(os.Stderr, "error parsing evaluation time:", err)
-			return failureExitCode
-		}
-	}
-
-	// Run query against client.
-	api := v1.NewAPI(c)
-
-	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
-	val, _, err := api.Query(ctx, query, eTime) // Ignoring warnings for now.
-	cancel()
-	if err != nil {
-		return handleAPIError(err)
-	}
-
-	p.printValue(val)
-
-	return successExitCode
-}
-
-// QueryRange performs a range query against a Prometheus server.
-func QueryRange(url *url.URL, roundTripper http.RoundTripper, headers map[string]string, query, start, end string, step time.Duration, p printer) int {
-	if url.Scheme == "" {
-		url.Scheme = "http"
-	}
-	config := api.Config{
-		Address:      url.String(),
-		RoundTripper: roundTripper,
-	}
-
-	if len(headers) > 0 {
-		config.RoundTripper = promhttp.RoundTripperFunc(func(req *http.Request) (*http.Response, error) {
-			for key, value := range headers {
-				req.Header.Add(key, value)
-			}
-			return roundTripper.RoundTrip(req)
-		})
-	}
-
-	// Create new client.
-	c, err := api.NewClient(config)
-	if err != nil {
-		fmt.Fprintln(os.Stderr, "error creating API client:", err)
-		return failureExitCode
-	}
-
-	var stime, etime time.Time
-
-	if end == "" {
-		etime = time.Now()
-	} else {
-		etime, err = parseTime(end)
-		if err != nil {
-			fmt.Fprintln(os.Stderr, "error parsing end time:", err)
-			return failureExitCode
-		}
-	}
-
-	if start == "" {
-		stime = etime.Add(-5 * time.Minute)
-	} else {
-		stime, err = parseTime(start)
-		if err != nil {
-			fmt.Fprintln(os.Stderr, "error parsing start time:", err)
-			return failureExitCode
-		}
-	}
-
-	if !stime.Before(etime) {
-		fmt.Fprintln(os.Stderr, "start time is not before end time")
-		return failureExitCode
-	}
-
-	if step == 0 {
-		resolution := math.Max(math.Floor(etime.Sub(stime).Seconds()/250), 1)
-		// Convert seconds to nanoseconds such that time.Duration parses correctly.
-		step = time.Duration(resolution) * time.Second
-	}
-
-	// Run query against client.
-	api := v1.NewAPI(c)
-	r := v1.Range{Start: stime, End: etime, Step: step}
-	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
-	val, _, err := api.QueryRange(ctx, query, r) // Ignoring warnings for now.
-	cancel()
-
-	if err != nil {
-		return handleAPIError(err)
-	}
-
-	p.printValue(val)
-	return successExitCode
-}
-
-// QuerySeries queries for a series against a Prometheus server.
-func QuerySeries(url *url.URL, roundTripper http.RoundTripper, matchers []string, start, end string, p printer) int {
-	if url.Scheme == "" {
-		url.Scheme = "http"
-	}
-	config := api.Config{
-		Address:      url.String(),
-		RoundTripper: roundTripper,
-	}
-
-	// Create new client.
-	c, err := api.NewClient(config)
-	if err != nil {
-		fmt.Fprintln(os.Stderr, "error creating API client:", err)
-		return failureExitCode
-	}
-
-	stime, etime, err := parseStartTimeAndEndTime(start, end)
-	if err != nil {
-		fmt.Fprintln(os.Stderr, err)
-		return failureExitCode
-	}
-
-	// Run query against client.
-	api := v1.NewAPI(c)
-	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
-	val, _, err := api.Series(ctx, matchers, stime, etime) // Ignoring warnings for now.
-	cancel()
-
-	if err != nil {
-		return handleAPIError(err)
-	}
-
-	p.printSeries(val)
-	return successExitCode
-}
-
-// QueryLabels queries for label values against a Prometheus server.
-func QueryLabels(url *url.URL, roundTripper http.RoundTripper, matchers []string, name, start, end string, p printer) int {
-	if url.Scheme == "" {
-		url.Scheme = "http"
-	}
-	config := api.Config{
-		Address:      url.String(),
-		RoundTripper: roundTripper,
-	}
-
-	// Create new client.
-	c, err := api.NewClient(config)
-	if err != nil {
-		fmt.Fprintln(os.Stderr, "error creating API client:", err)
-		return failureExitCode
-	}
-
-	stime, etime, err := parseStartTimeAndEndTime(start, end)
-	if err != nil {
-		fmt.Fprintln(os.Stderr, err)
-		return failureExitCode
-	}
-
-	// Run query against client.
-	api := v1.NewAPI(c)
-	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
-	val, warn, err := api.LabelValues(ctx, name, matchers, stime, etime)
-	cancel()
-
-	for _, v := range warn {
-		fmt.Fprintln(os.Stderr, "query warning:", v)
-	}
-	if err != nil {
-		return handleAPIError(err)
-	}
-
-	p.printLabelValues(val)
-	return successExitCode
-}
-
-func handleAPIError(err error) int {
-	var apiErr *v1.Error
-	if errors.As(err, &apiErr) && apiErr.Detail != "" {
-		fmt.Fprintf(os.Stderr, "query error: %v (detail: %s)\n", apiErr, strings.TrimSpace(apiErr.Detail))
-	} else {
-		fmt.Fprintln(os.Stderr, "query error:", err)
-	}
-
-	return failureExitCode
-}
-
-func parseStartTimeAndEndTime(start, end string) (time.Time, time.Time, error) {
-	var (
-		minTime = time.Now().Add(-9999 * time.Hour)
-		maxTime = time.Now().Add(9999 * time.Hour)
-		err     error
-	)
-
-	stime := minTime
-	etime := maxTime
-
-	if start != "" {
-		stime, err = parseTime(start)
-		if err != nil {
-			return stime, etime, fmt.Errorf("error parsing start time: %w", err)
-		}
-	}
-
-	if end != "" {
-		etime, err = parseTime(end)
-		if err != nil {
-			return stime, etime, fmt.Errorf("error parsing end time: %w", err)
-		}
-	}
-	return stime, etime, nil
-}
-
-func parseTime(s string) (time.Time, error) {
-	if t, err := strconv.ParseFloat(s, 64); err == nil {
-		s, ns := math.Modf(t)
-		return time.Unix(int64(s), int64(ns*float64(time.Second))).UTC(), nil
-	}
-	if t, err := time.Parse(time.RFC3339Nano, s); err == nil {
-		return t, nil
-	}
-	return time.Time{}, fmt.Errorf("cannot parse %q to a valid timestamp", s)
-}
-
 type endpointsGroup struct {
 	urlToFilename map[string]string
 	postProcess   func(b []byte) ([]byte, error)
@@ -1390,15 +1161,12 @@ func importRules(url *url.URL, roundTripper http.RoundTripper, start, end, outpu
 		evalInterval:     evalInterval,
 		maxBlockDuration: maxBlockDuration,
 	}
-	client, err := api.NewClient(api.Config{
-		Address:      url.String(),
-		RoundTripper: roundTripper,
-	})
+	api, err := newAPI(url, roundTripper, nil)
 	if err != nil {
 		return fmt.Errorf("new api client error: %w", err)
 	}
 
-	ruleImporter := newRuleImporter(log.NewLogfmtLogger(log.NewSyncWriter(os.Stderr)), cfg, v1.NewAPI(client))
+	ruleImporter := newRuleImporter(log.NewLogfmtLogger(log.NewSyncWriter(os.Stderr)), cfg, api)
 	errs := ruleImporter.loadGroups(ctx, files)
 	for _, err := range errs {
 		if err != nil {
diff --git a/cmd/promtool/query.go b/cmd/promtool/query.go
new file mode 100644
index 00000000000..0d7cb12cf42
--- /dev/null
+++ b/cmd/promtool/query.go
@@ -0,0 +1,251 @@
+// Copyright 2023 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package main
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"math"
+	"net/http"
+	"net/url"
+	"os"
+	"strconv"
+	"strings"
+	"time"
+
+	"github.com/prometheus/client_golang/api"
+	v1 "github.com/prometheus/client_golang/api/prometheus/v1"
+	"github.com/prometheus/client_golang/prometheus/promhttp"
+
+	_ "github.com/prometheus/prometheus/plugins" // Register plugins.
+)
+
+func newAPI(url *url.URL, roundTripper http.RoundTripper, headers map[string]string) (v1.API, error) {
+	if url.Scheme == "" {
+		url.Scheme = "http"
+	}
+	config := api.Config{
+		Address:      url.String(),
+		RoundTripper: roundTripper,
+	}
+
+	if len(headers) > 0 {
+		config.RoundTripper = promhttp.RoundTripperFunc(func(req *http.Request) (*http.Response, error) {
+			for key, value := range headers {
+				req.Header.Add(key, value)
+			}
+			return roundTripper.RoundTrip(req)
+		})
+	}
+
+	// Create new client.
+	client, err := api.NewClient(config)
+	if err != nil {
+		return nil, err
+	}
+
+	api := v1.NewAPI(client)
+	return api, nil
+}
+
+// QueryInstant performs an instant query against a Prometheus server.
+func QueryInstant(url *url.URL, roundTripper http.RoundTripper, query, evalTime string, p printer) int {
+	api, err := newAPI(url, roundTripper, nil)
+	if err != nil {
+		fmt.Fprintln(os.Stderr, "error creating API client:", err)
+		return failureExitCode
+	}
+
+	eTime := time.Now()
+	if evalTime != "" {
+		eTime, err = parseTime(evalTime)
+		if err != nil {
+			fmt.Fprintln(os.Stderr, "error parsing evaluation time:", err)
+			return failureExitCode
+		}
+	}
+
+	// Run query against client.
+	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
+	val, _, err := api.Query(ctx, query, eTime) // Ignoring warnings for now.
+	cancel()
+	if err != nil {
+		return handleAPIError(err)
+	}
+
+	p.printValue(val)
+
+	return successExitCode
+}
+
+// QueryRange performs a range query against a Prometheus server.
+func QueryRange(url *url.URL, roundTripper http.RoundTripper, headers map[string]string, query, start, end string, step time.Duration, p printer) int {
+	api, err := newAPI(url, roundTripper, headers)
+	if err != nil {
+		fmt.Fprintln(os.Stderr, "error creating API client:", err)
+		return failureExitCode
+	}
+
+	var stime, etime time.Time
+
+	if end == "" {
+		etime = time.Now()
+	} else {
+		etime, err = parseTime(end)
+		if err != nil {
+			fmt.Fprintln(os.Stderr, "error parsing end time:", err)
+			return failureExitCode
+		}
+	}
+
+	if start == "" {
+		stime = etime.Add(-5 * time.Minute)
+	} else {
+		stime, err = parseTime(start)
+		if err != nil {
+			fmt.Fprintln(os.Stderr, "error parsing start time:", err)
+			return failureExitCode
+		}
+	}
+
+	if !stime.Before(etime) {
+		fmt.Fprintln(os.Stderr, "start time is not before end time")
+		return failureExitCode
+	}
+
+	if step == 0 {
+		resolution := math.Max(math.Floor(etime.Sub(stime).Seconds()/250), 1)
+		// Convert seconds to nanoseconds such that time.Duration parses correctly.
+		step = time.Duration(resolution) * time.Second
+	}
+
+	// Run query against client.
+	r := v1.Range{Start: stime, End: etime, Step: step}
+	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
+	val, _, err := api.QueryRange(ctx, query, r) // Ignoring warnings for now.
+	cancel()
+
+	if err != nil {
+		return handleAPIError(err)
+	}
+
+	p.printValue(val)
+	return successExitCode
+}
+
+// QuerySeries queries for a series against a Prometheus server.
+func QuerySeries(url *url.URL, roundTripper http.RoundTripper, matchers []string, start, end string, p printer) int {
+	api, err := newAPI(url, roundTripper, nil)
+	if err != nil {
+		fmt.Fprintln(os.Stderr, "error creating API client:", err)
+		return failureExitCode
+	}
+
+	stime, etime, err := parseStartTimeAndEndTime(start, end)
+	if err != nil {
+		fmt.Fprintln(os.Stderr, err)
+		return failureExitCode
+	}
+
+	// Run query against client.
+	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
+	val, _, err := api.Series(ctx, matchers, stime, etime) // Ignoring warnings for now.
+	cancel()
+
+	if err != nil {
+		return handleAPIError(err)
+	}
+
+	p.printSeries(val)
+	return successExitCode
+}
+
+// QueryLabels queries for label values against a Prometheus server.
+func QueryLabels(url *url.URL, roundTripper http.RoundTripper, matchers []string, name, start, end string, p printer) int {
+	api, err := newAPI(url, roundTripper, nil)
+	if err != nil {
+		fmt.Fprintln(os.Stderr, "error creating API client:", err)
+		return failureExitCode
+	}
+
+	stime, etime, err := parseStartTimeAndEndTime(start, end)
+	if err != nil {
+		fmt.Fprintln(os.Stderr, err)
+		return failureExitCode
+	}
+
+	// Run query against client.
+	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
+	val, warn, err := api.LabelValues(ctx, name, matchers, stime, etime)
+	cancel()
+
+	for _, v := range warn {
+		fmt.Fprintln(os.Stderr, "query warning:", v)
+	}
+	if err != nil {
+		return handleAPIError(err)
+	}
+
+	p.printLabelValues(val)
+	return successExitCode
+}
+
+func handleAPIError(err error) int {
+	var apiErr *v1.Error
+	if errors.As(err, &apiErr) && apiErr.Detail != "" {
+		fmt.Fprintf(os.Stderr, "query error: %v (detail: %s)\n", apiErr, strings.TrimSpace(apiErr.Detail))
+	} else {
+		fmt.Fprintln(os.Stderr, "query error:", err)
+	}
+
+	return failureExitCode
+}
+
+func parseStartTimeAndEndTime(start, end string) (time.Time, time.Time, error) {
+	var (
+		minTime = time.Now().Add(-9999 * time.Hour)
+		maxTime = time.Now().Add(9999 * time.Hour)
+		err     error
+	)
+
+	stime := minTime
+	etime := maxTime
+
+	if start != "" {
+		stime, err = parseTime(start)
+		if err != nil {
+			return stime, etime, fmt.Errorf("error parsing start time: %w", err)
+		}
+	}
+
+	if end != "" {
+		etime, err = parseTime(end)
+		if err != nil {
+			return stime, etime, fmt.Errorf("error parsing end time: %w", err)
+		}
+	}
+	return stime, etime, nil
+}
+
+func parseTime(s string) (time.Time, error) {
+	if t, err := strconv.ParseFloat(s, 64); err == nil {
+		s, ns := math.Modf(t)
+		return time.Unix(int64(s), int64(ns*float64(time.Second))).UTC(), nil
+	}
+	if t, err := time.Parse(time.RFC3339Nano, s); err == nil {
+		return t, nil
+	}
+	return time.Time{}, fmt.Errorf("cannot parse %q to a valid timestamp", s)
+}
diff --git a/cmd/promtool/sd.go b/cmd/promtool/sd.go
index 155152e1acf..4892743fc06 100644
--- a/cmd/promtool/sd.go
+++ b/cmd/promtool/sd.go
@@ -78,12 +78,25 @@ func CheckSD(sdConfigFiles, sdJobName string, sdTimeout time.Duration, noDefault
 	defer cancel()
 
 	for _, cfg := range scrapeConfig.ServiceDiscoveryConfigs {
-		d, err := cfg.NewDiscoverer(discovery.DiscovererOptions{Logger: logger, Registerer: registerer})
+		reg := prometheus.NewRegistry()
+		refreshMetrics := discovery.NewRefreshMetrics(reg)
+		metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+		err := metrics.Register()
+		if err != nil {
+			fmt.Fprintln(os.Stderr, "Could not register service discovery metrics", err)
+			return failureExitCode
+		}
+
+		d, err := cfg.NewDiscoverer(discovery.DiscovererOptions{Logger: logger, Metrics: metrics})
 		if err != nil {
 			fmt.Fprintln(os.Stderr, "Could not create new discoverer", err)
 			return failureExitCode
 		}
-		go d.Run(ctx, targetGroupChan)
+		go func() {
+			d.Run(ctx, targetGroupChan)
+			metrics.Unregister()
+			refreshMetrics.Unregister()
+		}()
 	}
 
 	var targetGroups []*targetgroup.Group
diff --git a/cmd/promtool/tsdb.go b/cmd/promtool/tsdb.go
index e6df9b78cf2..4bba8421c2d 100644
--- a/cmd/promtool/tsdb.go
+++ b/cmd/promtool/tsdb.go
@@ -667,7 +667,7 @@ func analyzeCompaction(ctx context.Context, block tsdb.BlockReader, indexr tsdb.
 				it := fhchk.Iterator(nil)
 				bucketCount := 0
 				for it.Next() == chunkenc.ValFloatHistogram {
-					_, f := it.AtFloatHistogram()
+					_, f := it.AtFloatHistogram(nil)
 					bucketCount += len(f.PositiveBuckets)
 					bucketCount += len(f.NegativeBuckets)
 				}
@@ -682,7 +682,7 @@ func analyzeCompaction(ctx context.Context, block tsdb.BlockReader, indexr tsdb.
 				it := hchk.Iterator(nil)
 				bucketCount := 0
 				for it.Next() == chunkenc.ValHistogram {
-					_, f := it.AtHistogram()
+					_, f := it.AtHistogram(nil)
 					bucketCount += len(f.PositiveBuckets)
 					bucketCount += len(f.NegativeBuckets)
 				}
@@ -706,7 +706,7 @@ func analyzeCompaction(ctx context.Context, block tsdb.BlockReader, indexr tsdb.
 	return nil
 }
 
-func dumpSamples(ctx context.Context, path string, mint, maxt int64, match string) (err error) {
+func dumpSamples(ctx context.Context, path string, mint, maxt int64, match []string) (err error) {
 	db, err := tsdb.OpenDBReadOnly(path, nil)
 	if err != nil {
 		return err
@@ -720,11 +720,21 @@ func dumpSamples(ctx context.Context, path string, mint, maxt int64, match strin
 	}
 	defer q.Close()
 
-	matchers, err := parser.ParseMetricSelector(match)
+	matcherSets, err := parser.ParseMetricSelectors(match)
 	if err != nil {
 		return err
 	}
-	ss := q.Select(ctx, false, nil, matchers...)
+
+	var ss storage.SeriesSet
+	if len(matcherSets) > 1 {
+		var sets []storage.SeriesSet
+		for _, mset := range matcherSets {
+			sets = append(sets, q.Select(ctx, true, nil, mset...))
+		}
+		ss = storage.NewMergeSeriesSet(sets, storage.ChainedSeriesMerge)
+	} else {
+		ss = q.Select(ctx, false, nil, matcherSets[0]...)
+	}
 
 	for ss.Next() {
 		series := ss.At()
@@ -735,11 +745,11 @@ func dumpSamples(ctx context.Context, path string, mint, maxt int64, match strin
 			fmt.Printf("%s %g %d\n", lbs, val, ts)
 		}
 		for it.Next() == chunkenc.ValFloatHistogram {
-			ts, fh := it.AtFloatHistogram()
+			ts, fh := it.AtFloatHistogram(nil)
 			fmt.Printf("%s %s %d\n", lbs, fh.String(), ts)
 		}
 		for it.Next() == chunkenc.ValHistogram {
-			ts, h := it.AtHistogram()
+			ts, h := it.AtHistogram(nil)
 			fmt.Printf("%s %s %d\n", lbs, h.String(), ts)
 		}
 		if it.Err() != nil {
diff --git a/config/config.go b/config/config.go
index ddcca84dc78..7fa03a14450 100644
--- a/config/config.go
+++ b/config/config.go
@@ -610,9 +610,12 @@ type ScrapeConfig struct {
 	// More than this label value length post metric-relabeling will cause the
 	// scrape to fail. 0 means no limit.
 	LabelValueLengthLimit uint `yaml:"label_value_length_limit,omitempty"`
-	// More than this many buckets in a native histogram will cause the scrape to
-	// fail.
+	// If there are more than this many buckets in a native histogram,
+	// buckets will be merged to stay within the limit.
 	NativeHistogramBucketLimit uint `yaml:"native_histogram_bucket_limit,omitempty"`
+	// If the growth factor of one bucket to the next is smaller than this,
+	// buckets will be merged to increase the factor sufficiently.
+	NativeHistogramMinBucketFactor float64 `yaml:"native_histogram_min_bucket_factor,omitempty"`
 	// Keep no more than this many dropped targets per job.
 	// 0 means no limit.
 	KeepDroppedTargets uint `yaml:"keep_dropped_targets,omitempty"`
@@ -1124,6 +1127,9 @@ type QueueConfig struct {
 	MinBackoff       model.Duration `yaml:"min_backoff,omitempty"`
 	MaxBackoff       model.Duration `yaml:"max_backoff,omitempty"`
 	RetryOnRateLimit bool           `yaml:"retry_on_http_429,omitempty"`
+
+	// Samples older than the limit will be dropped.
+	SampleAgeLimit model.Duration `yaml:"sample_age_limit,omitempty"`
 }
 
 // MetadataConfig is the configuration for sending metadata to remote
diff --git a/consoles/node-cpu.html b/consoles/node-cpu.html
index d6c515d2dd0..284ad738f2b 100644
--- a/consoles/node-cpu.html
+++ b/consoles/node-cpu.html
@@ -47,7 +47,7 @@ <h3>CPU Usage</h3>
   <script>
   new PromConsole.Graph({
     node: document.querySelector("#cpuGraph"),
-    expr: "sum by (mode)(irate(node_cpu_seconds_total{job='node',instance='{{ .Params.instance }}',mode!='idle'}[5m]))",
+    expr: "sum by (mode)(irate(node_cpu_seconds_total{job='node',instance='{{ .Params.instance }}',mode!='idle',mode!='iowait',mode!='steal'}[5m]))",
     renderer: 'area',
     max: {{ with printf "count(count by (cpu)(node_cpu_seconds_total{job='node',instance='%s'}))" .Params.instance | query }}{{ . | first | value }}{{ else}}undefined{{end}},
     yAxisFormatter: PromConsole.NumberFormatter.humanizeNoSmallPrefix,
diff --git a/consoles/node-overview.html b/consoles/node-overview.html
index 92f53ba8717..4ae8984b99a 100644
--- a/consoles/node-overview.html
+++ b/consoles/node-overview.html
@@ -69,7 +69,7 @@ <h3>CPU Usage</h3>
   <script>
   new PromConsole.Graph({
     node: document.querySelector("#cpuGraph"),
-    expr: "sum by (mode)(irate(node_cpu_seconds_total{job='node',instance='{{ .Params.instance }}',mode!='idle'}[5m]))",
+    expr: "sum by (mode)(irate(node_cpu_seconds_total{job='node',instance='{{ .Params.instance }}',mode!='idle',mode!='iowait',mode!='steal'}[5m]))",
     renderer: 'area',
     max: {{ with printf "count(count by (cpu)(node_cpu_seconds_total{job='node',instance='%s'}))" .Params.instance | query }}{{ . | first | value }}{{ else}}undefined{{end}},
     yAxisFormatter: PromConsole.NumberFormatter.humanizeNoSmallPrefix,
diff --git a/consoles/node.html b/consoles/node.html
index 9a37544eee0..c1dfc1a8913 100644
--- a/consoles/node.html
+++ b/consoles/node.html
@@ -21,7 +21,7 @@ <h1>Node</h1>
 <tr>
   <td><a href="node-overview.html?instance={{ .Labels.instance }}">{{ reReplaceAll "(.*?://)([^:/]+?)(:\\d+)?/.*" "$2" .Labels.instance }}</a></td>
   <td{{ if eq (. | value) 1.0 }}>Yes{{ else }} class="alert-danger">No{{ end }}</td>
-  <td>{{ template "prom_query_drilldown" (args (printf "100 * (1 - avg by(instance)(irate(node_cpu_seconds_total{job='node',mode='idle',instance='%s'}[5m])))" .Labels.instance) "%" "printf.1f") }}</td>
+  <td>{{ template "prom_query_drilldown" (args (printf "100 * (1 - avg by(instance) (sum without(mode) (irate(node_cpu_seconds_total{job='node',mode=~'idle|iowait|steal',instance='%s'}[5m]))))" .Labels.instance) "%" "printf.1f") }}</td>
   <td>{{ template "prom_query_drilldown" (args (printf "node_memory_MemFree_bytes{job='node',instance='%s'} + node_memory_Cached_bytes{job='node',instance='%s'} + node_memory_Buffers_bytes{job='node',instance='%s'}" .Labels.instance .Labels.instance .Labels.instance) "B" "humanize1024") }}</td>
 </tr>
 {{ else }}
diff --git a/discovery/aws/ec2.go b/discovery/aws/ec2.go
index 40e6e7cb798..aa79fd9c62e 100644
--- a/discovery/aws/ec2.go
+++ b/discovery/aws/ec2.go
@@ -97,12 +97,19 @@ type EC2SDConfig struct {
 	HTTPClientConfig config.HTTPClientConfig `yaml:",inline"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*EC2SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &ec2Metrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the EC2 Config.
 func (*EC2SDConfig) Name() string { return "ec2" }
 
 // NewDiscoverer returns a Discoverer for the EC2 Config.
 func (c *EC2SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewEC2Discovery(c, opts.Logger, opts.Registerer), nil
+	return NewEC2Discovery(c, opts.Logger, opts.Metrics)
 }
 
 // UnmarshalYAML implements the yaml.Unmarshaler interface for the EC2 Config.
@@ -148,7 +155,12 @@ type EC2Discovery struct {
 }
 
 // NewEC2Discovery returns a new EC2Discovery which periodically refreshes its targets.
-func NewEC2Discovery(conf *EC2SDConfig, logger log.Logger, reg prometheus.Registerer) *EC2Discovery {
+func NewEC2Discovery(conf *EC2SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*EC2Discovery, error) {
+	m, ok := metrics.(*ec2Metrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	if logger == nil {
 		logger = log.NewNopLogger()
 	}
@@ -158,14 +170,14 @@ func NewEC2Discovery(conf *EC2SDConfig, logger log.Logger, reg prometheus.Regist
 	}
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "ec2",
-			Interval: time.Duration(d.cfg.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "ec2",
+			Interval:            time.Duration(d.cfg.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
-	return d
+	return d, nil
 }
 
 func (d *EC2Discovery) ec2Client(context.Context) (*ec2.EC2, error) {
diff --git a/discovery/aws/lightsail.go b/discovery/aws/lightsail.go
index 5382ea0159e..86b138be555 100644
--- a/discovery/aws/lightsail.go
+++ b/discovery/aws/lightsail.go
@@ -80,12 +80,19 @@ type LightsailSDConfig struct {
 	HTTPClientConfig config.HTTPClientConfig `yaml:",inline"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*LightsailSDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &lightsailMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the Lightsail Config.
 func (*LightsailSDConfig) Name() string { return "lightsail" }
 
 // NewDiscoverer returns a Discoverer for the Lightsail Config.
 func (c *LightsailSDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewLightsailDiscovery(c, opts.Logger, opts.Registerer), nil
+	return NewLightsailDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // UnmarshalYAML implements the yaml.Unmarshaler interface for the Lightsail Config.
@@ -122,23 +129,29 @@ type LightsailDiscovery struct {
 }
 
 // NewLightsailDiscovery returns a new LightsailDiscovery which periodically refreshes its targets.
-func NewLightsailDiscovery(conf *LightsailSDConfig, logger log.Logger, reg prometheus.Registerer) *LightsailDiscovery {
+func NewLightsailDiscovery(conf *LightsailSDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*LightsailDiscovery, error) {
+	m, ok := metrics.(*lightsailMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	if logger == nil {
 		logger = log.NewNopLogger()
 	}
+
 	d := &LightsailDiscovery{
 		cfg: conf,
 	}
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "lightsail",
-			Interval: time.Duration(d.cfg.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "lightsail",
+			Interval:            time.Duration(d.cfg.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
-	return d
+	return d, nil
 }
 
 func (d *LightsailDiscovery) lightsailClient() (*lightsail.Lightsail, error) {
diff --git a/discovery/aws/metrics_ec2.go b/discovery/aws/metrics_ec2.go
new file mode 100644
index 00000000000..73c061c3d88
--- /dev/null
+++ b/discovery/aws/metrics_ec2.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package aws
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+type ec2Metrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+var _ discovery.DiscovererMetrics = (*ec2Metrics)(nil)
+
+// Register implements discovery.DiscovererMetrics.
+func (m *ec2Metrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *ec2Metrics) Unregister() {}
diff --git a/discovery/aws/metrics_lightsail.go b/discovery/aws/metrics_lightsail.go
new file mode 100644
index 00000000000..69593e701d5
--- /dev/null
+++ b/discovery/aws/metrics_lightsail.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package aws
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+type lightsailMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+var _ discovery.DiscovererMetrics = (*lightsailMetrics)(nil)
+
+// Register implements discovery.DiscovererMetrics.
+func (m *lightsailMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *lightsailMetrics) Unregister() {}
diff --git a/discovery/azure/azure.go b/discovery/azure/azure.go
index fa198c320fa..e5e6109b258 100644
--- a/discovery/azure/azure.go
+++ b/discovery/azure/azure.go
@@ -120,12 +120,17 @@ type SDConfig struct {
 	HTTPClientConfig config_util.HTTPClientConfig `yaml:",inline"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return newDiscovererMetrics(reg, rmi)
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "azure" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 func validateAuthParam(param, name string) error {
@@ -168,45 +173,39 @@ func (c *SDConfig) UnmarshalYAML(unmarshal func(interface{}) error) error {
 
 type Discovery struct {
 	*refresh.Discovery
-	logger        log.Logger
-	cfg           *SDConfig
-	port          int
-	cache         *cache.Cache[string, *armnetwork.Interface]
-	failuresCount prometheus.Counter
-	cacheHitCount prometheus.Counter
+	logger  log.Logger
+	cfg     *SDConfig
+	port    int
+	cache   *cache.Cache[string, *armnetwork.Interface]
+	metrics *azureMetrics
 }
 
 // NewDiscovery returns a new AzureDiscovery which periodically refreshes its targets.
-func NewDiscovery(cfg *SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(cfg *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*azureMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	if logger == nil {
 		logger = log.NewNopLogger()
 	}
 	l := cache.New(cache.AsLRU[string, *armnetwork.Interface](lru.WithCapacity(5000)))
 	d := &Discovery{
-		cfg:    cfg,
-		port:   cfg.Port,
-		logger: logger,
-		cache:  l,
-		failuresCount: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Name: "prometheus_sd_azure_failures_total",
-				Help: "Number of Azure service discovery refresh failures.",
-			}),
-		cacheHitCount: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Name: "prometheus_sd_azure_cache_hit_total",
-				Help: "Number of cache hit during refresh.",
-			}),
+		cfg:     cfg,
+		port:    cfg.Port,
+		logger:  logger,
+		cache:   l,
+		metrics: m,
 	}
 
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "azure",
-			Interval: time.Duration(cfg.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
-			Metrics:  []prometheus.Collector{d.failuresCount, d.cacheHitCount},
+			Logger:              logger,
+			Mech:                "azure",
+			Interval:            time.Duration(cfg.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 
@@ -333,14 +332,14 @@ func (d *Discovery) refresh(ctx context.Context) ([]*targetgroup.Group, error) {
 
 	client, err := createAzureClient(*d.cfg)
 	if err != nil {
-		d.failuresCount.Inc()
+		d.metrics.failuresCount.Inc()
 		return nil, fmt.Errorf("could not create Azure client: %w", err)
 	}
 	client.logger = d.logger
 
 	machines, err := client.getVMs(ctx, d.cfg.ResourceGroup)
 	if err != nil {
-		d.failuresCount.Inc()
+		d.metrics.failuresCount.Inc()
 		return nil, fmt.Errorf("could not get virtual machines: %w", err)
 	}
 
@@ -349,14 +348,14 @@ func (d *Discovery) refresh(ctx context.Context) ([]*targetgroup.Group, error) {
 	// Load the vms managed by scale sets.
 	scaleSets, err := client.getScaleSets(ctx, d.cfg.ResourceGroup)
 	if err != nil {
-		d.failuresCount.Inc()
+		d.metrics.failuresCount.Inc()
 		return nil, fmt.Errorf("could not get virtual machine scale sets: %w", err)
 	}
 
 	for _, scaleSet := range scaleSets {
 		scaleSetVms, err := client.getScaleSetVMs(ctx, scaleSet)
 		if err != nil {
-			d.failuresCount.Inc()
+			d.metrics.failuresCount.Inc()
 			return nil, fmt.Errorf("could not get virtual machine scale set vms: %w", err)
 		}
 		machines = append(machines, scaleSetVms...)
@@ -407,7 +406,7 @@ func (d *Discovery) refresh(ctx context.Context) ([]*targetgroup.Group, error) {
 				var networkInterface *armnetwork.Interface
 				if v, ok := d.getFromCache(nicID); ok {
 					networkInterface = v
-					d.cacheHitCount.Add(1)
+					d.metrics.cacheHitCount.Add(1)
 				} else {
 					if vm.ScaleSet == "" {
 						networkInterface, err = client.getVMNetworkInterfaceByID(ctx, nicID)
@@ -420,10 +419,20 @@ func (d *Discovery) refresh(ctx context.Context) ([]*targetgroup.Group, error) {
 						} else {
 							ch <- target{labelSet: nil, err: err}
 						}
-						// Get out of this routine because we cannot continue without a network interface.
-						return
+						d.addToCache(nicID, networkInterface)
+					} else {
+						networkInterface, err = client.getVMScaleSetVMNetworkInterfaceByID(ctx, nicID, vm.ScaleSet, vm.InstanceID)
+						if err != nil {
+							if errors.Is(err, errorNotFound) {
+								level.Warn(d.logger).Log("msg", "Network interface does not exist", "name", nicID, "err", err)
+							} else {
+								ch <- target{labelSet: nil, err: err}
+							}
+							// Get out of this routine because we cannot continue without a network interface.
+							return
+						}
+						d.addToCache(nicID, networkInterface)
 					}
-					d.addToCache(nicID, networkInterface)
 				}
 
 				if networkInterface.Properties == nil {
@@ -470,7 +479,7 @@ func (d *Discovery) refresh(ctx context.Context) ([]*targetgroup.Group, error) {
 	var tg targetgroup.Group
 	for tgt := range ch {
 		if tgt.err != nil {
-			d.failuresCount.Inc()
+			d.metrics.failuresCount.Inc()
 			return nil, fmt.Errorf("unable to complete Azure service discovery: %w", tgt.err)
 		}
 		if tgt.labelSet != nil {
diff --git a/discovery/azure/metrics.go b/discovery/azure/metrics.go
new file mode 100644
index 00000000000..3e3dbdbfbbc
--- /dev/null
+++ b/discovery/azure/metrics.go
@@ -0,0 +1,64 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package azure
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*azureMetrics)(nil)
+
+type azureMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+
+	failuresCount prometheus.Counter
+	cacheHitCount prometheus.Counter
+
+	metricRegisterer discovery.MetricRegisterer
+}
+
+func newDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	m := &azureMetrics{
+		refreshMetrics: rmi,
+		failuresCount: prometheus.NewCounter(
+			prometheus.CounterOpts{
+				Name: "prometheus_sd_azure_failures_total",
+				Help: "Number of Azure service discovery refresh failures.",
+			}),
+		cacheHitCount: prometheus.NewCounter(
+			prometheus.CounterOpts{
+				Name: "prometheus_sd_azure_cache_hit_total",
+				Help: "Number of cache hit during refresh.",
+			}),
+	}
+
+	m.metricRegisterer = discovery.NewMetricRegisterer(reg, []prometheus.Collector{
+		m.failuresCount,
+		m.cacheHitCount,
+	})
+
+	return m
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *azureMetrics) Register() error {
+	return m.metricRegisterer.RegisterMetrics()
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *azureMetrics) Unregister() {
+	m.metricRegisterer.UnregisterMetrics()
+}
diff --git a/discovery/consul/consul.go b/discovery/consul/consul.go
index 50f171a78a7..40eed7697a5 100644
--- a/discovery/consul/consul.go
+++ b/discovery/consul/consul.go
@@ -119,12 +119,17 @@ type SDConfig struct {
 	HTTPClientConfig config.HTTPClientConfig `yaml:",inline"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return newDiscovererMetrics(reg, rmi)
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "consul" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -161,27 +166,28 @@ func (c *SDConfig) UnmarshalYAML(unmarshal func(interface{}) error) error {
 // Discovery retrieves target information from a Consul server
 // and updates them via watches.
 type Discovery struct {
-	client              *consul.Client
-	clientDatacenter    string
-	clientNamespace     string
-	clientPartition     string
-	tagSeparator        string
-	watchedServices     []string // Set of services which will be discovered.
-	watchedTags         []string // Tags used to filter instances of a service.
-	watchedNodeMeta     map[string]string
-	allowStale          bool
-	refreshInterval     time.Duration
-	finalizer           func()
-	logger              log.Logger
-	rpcFailuresCount    prometheus.Counter
-	rpcDuration         *prometheus.SummaryVec
-	servicesRPCDuration prometheus.Observer
-	serviceRPCDuration  prometheus.Observer
-	metricRegisterer    discovery.MetricRegisterer
+	client           *consul.Client
+	clientDatacenter string
+	clientNamespace  string
+	clientPartition  string
+	tagSeparator     string
+	watchedServices  []string // Set of services which will be discovered.
+	watchedTags      []string // Tags used to filter instances of a service.
+	watchedNodeMeta  map[string]string
+	allowStale       bool
+	refreshInterval  time.Duration
+	finalizer        func()
+	logger           log.Logger
+	metrics          *consulMetrics
 }
 
 // NewDiscovery returns a new Discovery for the given config.
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*consulMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	if logger == nil {
 		logger = log.NewNopLogger()
 	}
@@ -219,34 +225,8 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 		clientPartition:  conf.Partition,
 		finalizer:        wrapper.CloseIdleConnections,
 		logger:           logger,
-		rpcFailuresCount: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Namespace: namespace,
-				Name:      "sd_consul_rpc_failures_total",
-				Help:      "The number of Consul RPC call failures.",
-			}),
-		rpcDuration: prometheus.NewSummaryVec(
-			prometheus.SummaryOpts{
-				Namespace:  namespace,
-				Name:       "sd_consul_rpc_duration_seconds",
-				Help:       "The duration of a Consul RPC call in seconds.",
-				Objectives: map[float64]float64{0.5: 0.05, 0.9: 0.01, 0.99: 0.001},
-			},
-			[]string{"endpoint", "call"},
-		),
-	}
-
-	cd.metricRegisterer = discovery.NewMetricRegisterer(
-		reg,
-		[]prometheus.Collector{
-			cd.rpcFailuresCount,
-			cd.rpcDuration,
-		},
-	)
-
-	// Initialize metric vectors.
-	cd.servicesRPCDuration = cd.rpcDuration.WithLabelValues("catalog", "services")
-	cd.serviceRPCDuration = cd.rpcDuration.WithLabelValues("catalog", "service")
+		metrics:          m,
+	}
 
 	return cd, nil
 }
@@ -303,7 +283,7 @@ func (d *Discovery) getDatacenter() error {
 	info, err := d.client.Agent().Self()
 	if err != nil {
 		level.Error(d.logger).Log("msg", "Error retrieving datacenter name", "err", err)
-		d.rpcFailuresCount.Inc()
+		d.metrics.rpcFailuresCount.Inc()
 		return err
 	}
 
@@ -344,13 +324,6 @@ func (d *Discovery) initialize(ctx context.Context) {
 
 // Run implements the Discoverer interface.
 func (d *Discovery) Run(ctx context.Context, ch chan<- []*targetgroup.Group) {
-	err := d.metricRegisterer.RegisterMetrics()
-	if err != nil {
-		level.Error(d.logger).Log("msg", "Unable to register metrics", "err", err.Error())
-		return
-	}
-	defer d.metricRegisterer.UnregisterMetrics()
-
 	if d.finalizer != nil {
 		defer d.finalizer()
 	}
@@ -399,7 +372,7 @@ func (d *Discovery) watchServices(ctx context.Context, ch chan<- []*targetgroup.
 	t0 := time.Now()
 	srvs, meta, err := catalog.Services(opts.WithContext(ctx))
 	elapsed := time.Since(t0)
-	d.servicesRPCDuration.Observe(elapsed.Seconds())
+	d.metrics.servicesRPCDuration.Observe(elapsed.Seconds())
 
 	// Check the context before in order to exit early.
 	select {
@@ -410,7 +383,7 @@ func (d *Discovery) watchServices(ctx context.Context, ch chan<- []*targetgroup.
 
 	if err != nil {
 		level.Error(d.logger).Log("msg", "Error refreshing service list", "err", err)
-		d.rpcFailuresCount.Inc()
+		d.metrics.rpcFailuresCount.Inc()
 		time.Sleep(retryInterval)
 		return
 	}
@@ -490,8 +463,8 @@ func (d *Discovery) watchService(ctx context.Context, ch chan<- []*targetgroup.G
 		},
 		tagSeparator:       d.tagSeparator,
 		logger:             d.logger,
-		rpcFailuresCount:   d.rpcFailuresCount,
-		serviceRPCDuration: d.serviceRPCDuration,
+		rpcFailuresCount:   d.metrics.rpcFailuresCount,
+		serviceRPCDuration: d.metrics.serviceRPCDuration,
 	}
 
 	go func() {
diff --git a/discovery/consul/metrics.go b/discovery/consul/metrics.go
new file mode 100644
index 00000000000..8266e7cc609
--- /dev/null
+++ b/discovery/consul/metrics.go
@@ -0,0 +1,73 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package consul
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*consulMetrics)(nil)
+
+type consulMetrics struct {
+	rpcFailuresCount prometheus.Counter
+	rpcDuration      *prometheus.SummaryVec
+
+	servicesRPCDuration prometheus.Observer
+	serviceRPCDuration  prometheus.Observer
+
+	metricRegisterer discovery.MetricRegisterer
+}
+
+func newDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	m := &consulMetrics{
+		rpcFailuresCount: prometheus.NewCounter(
+			prometheus.CounterOpts{
+				Namespace: namespace,
+				Name:      "sd_consul_rpc_failures_total",
+				Help:      "The number of Consul RPC call failures.",
+			}),
+		rpcDuration: prometheus.NewSummaryVec(
+			prometheus.SummaryOpts{
+				Namespace:  namespace,
+				Name:       "sd_consul_rpc_duration_seconds",
+				Help:       "The duration of a Consul RPC call in seconds.",
+				Objectives: map[float64]float64{0.5: 0.05, 0.9: 0.01, 0.99: 0.001},
+			},
+			[]string{"endpoint", "call"},
+		),
+	}
+
+	m.metricRegisterer = discovery.NewMetricRegisterer(reg, []prometheus.Collector{
+		m.rpcFailuresCount,
+		m.rpcDuration,
+	})
+
+	// Initialize metric vectors.
+	m.servicesRPCDuration = m.rpcDuration.WithLabelValues("catalog", "services")
+	m.serviceRPCDuration = m.rpcDuration.WithLabelValues("catalog", "service")
+
+	return m
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *consulMetrics) Register() error {
+	return m.metricRegisterer.RegisterMetrics()
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *consulMetrics) Unregister() {
+	m.metricRegisterer.UnregisterMetrics()
+}
diff --git a/discovery/digitalocean/digitalocean.go b/discovery/digitalocean/digitalocean.go
index 970258de040..18380b7296f 100644
--- a/discovery/digitalocean/digitalocean.go
+++ b/discovery/digitalocean/digitalocean.go
@@ -63,6 +63,13 @@ func init() {
 	discovery.RegisterConfig(&SDConfig{})
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &digitaloceanMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // SDConfig is the configuration for DigitalOcean based service discovery.
 type SDConfig struct {
 	HTTPClientConfig config.HTTPClientConfig `yaml:",inline"`
@@ -76,7 +83,7 @@ func (*SDConfig) Name() string { return "digitalocean" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -104,7 +111,12 @@ type Discovery struct {
 }
 
 // NewDiscovery returns a new Discovery which periodically refreshes its targets.
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*digitaloceanMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	d := &Discovery{
 		port: conf.Port,
 	}
@@ -127,11 +139,11 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "digitalocean",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "digitalocean",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
diff --git a/discovery/digitalocean/metrics.go b/discovery/digitalocean/metrics.go
new file mode 100644
index 00000000000..91cfd9bf30e
--- /dev/null
+++ b/discovery/digitalocean/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package digitalocean
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*digitaloceanMetrics)(nil)
+
+type digitaloceanMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *digitaloceanMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *digitaloceanMetrics) Unregister() {}
diff --git a/discovery/discoverer_metrics_noop.go b/discovery/discoverer_metrics_noop.go
new file mode 100644
index 00000000000..638317ace10
--- /dev/null
+++ b/discovery/discoverer_metrics_noop.go
@@ -0,0 +1,28 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package discovery
+
+// Create a dummy metrics struct, because this SD doesn't have any metrics.
+type NoopDiscovererMetrics struct{}
+
+var _ DiscovererMetrics = (*NoopDiscovererMetrics)(nil)
+
+// Register implements discovery.DiscovererMetrics.
+func (*NoopDiscovererMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (*NoopDiscovererMetrics) Unregister() {
+}
diff --git a/discovery/discovery.go b/discovery/discovery.go
index acc4c1efe95..a5826f8176c 100644
--- a/discovery/discovery.go
+++ b/discovery/discovery.go
@@ -39,24 +39,47 @@ type Discoverer interface {
 	Run(ctx context.Context, up chan<- []*targetgroup.Group)
 }
 
+// Internal metrics of service discovery mechanisms.
+type DiscovererMetrics interface {
+	Register() error
+	Unregister()
+}
+
 // DiscovererOptions provides options for a Discoverer.
 type DiscovererOptions struct {
 	Logger log.Logger
 
-	// A registerer for the Discoverer's metrics.
-	// Some Discoverers may ignore this registerer and use the global one instead.
-	// For now this will work, because the Prometheus `main` function uses the global registry.
-	// However, in the future the Prometheus `main` function will be updated to not use the global registry.
-	// Hence, if a discoverer wants its metrics to be visible via the Prometheus executable's
-	// `/metrics` endpoint, it should use this explicit registerer.
-	// TODO(ptodev): Update this comment once the Prometheus `main` function does not use the global registry.
-	Registerer prometheus.Registerer
+	Metrics DiscovererMetrics
 
 	// Extra HTTP client options to expose to Discoverers. This field may be
 	// ignored; Discoverer implementations must opt-in to reading it.
 	HTTPClientOptions []config.HTTPClientOption
 }
 
+// Metrics used by the "refresh" package.
+// We define them here in the "discovery" package in order to avoid a cyclic dependency between
+// "discovery" and "refresh".
+type RefreshMetrics struct {
+	Failures prometheus.Counter
+	Duration prometheus.Observer
+}
+
+// Instantiate the metrics used by the "refresh" package.
+type RefreshMetricsInstantiator interface {
+	Instantiate(mech string) *RefreshMetrics
+}
+
+// An interface for registering, unregistering, and instantiating metrics for the "refresh" package.
+// Refresh metrics are registered and unregistered outside of the service discovery mechanism.
+// This is so that the same metrics can be reused across different service discovery mechanisms.
+// To manage refresh metrics inside the SD mechanism, we'd need to use const labels which are
+// specific to that SD. However, doing so would also expose too many unused metrics on
+// the Prometheus /metrics endpoint.
+type RefreshMetricsManager interface {
+	DiscovererMetrics
+	RefreshMetricsInstantiator
+}
+
 // A Config provides the configuration and constructor for a Discoverer.
 type Config interface {
 	// Name returns the name of the discovery mechanism.
@@ -65,6 +88,9 @@ type Config interface {
 	// NewDiscoverer returns a Discoverer for the Config
 	// with the given DiscovererOptions.
 	NewDiscoverer(DiscovererOptions) (Discoverer, error)
+
+	// NewDiscovererMetrics returns the metrics used by the service discovery.
+	NewDiscovererMetrics(prometheus.Registerer, RefreshMetricsInstantiator) DiscovererMetrics
 }
 
 // Configs is a slice of Config values that uses custom YAML marshaling and unmarshaling
@@ -119,6 +145,11 @@ func (c StaticConfig) NewDiscoverer(DiscovererOptions) (Discoverer, error) {
 	return staticDiscoverer(c), nil
 }
 
+// No metrics are needed for this service discovery mechanism.
+func (c StaticConfig) NewDiscovererMetrics(prometheus.Registerer, RefreshMetricsInstantiator) DiscovererMetrics {
+	return &NoopDiscovererMetrics{}
+}
+
 type staticDiscoverer []*targetgroup.Group
 
 func (c staticDiscoverer) Run(ctx context.Context, up chan<- []*targetgroup.Group) {
diff --git a/discovery/dns/dns.go b/discovery/dns/dns.go
index 9b6bd6741e6..cf56a2ad025 100644
--- a/discovery/dns/dns.go
+++ b/discovery/dns/dns.go
@@ -67,12 +67,17 @@ type SDConfig struct {
 	Port            int            `yaml:"port"` // Ignored for SRV records
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return newDiscovererMetrics(reg, rmi)
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "dns" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(*c, opts.Logger, opts.Registerer)
+	return NewDiscovery(*c, opts.Logger, opts.Metrics)
 }
 
 // UnmarshalYAML implements the yaml.Unmarshaler interface.
@@ -102,18 +107,22 @@ func (c *SDConfig) UnmarshalYAML(unmarshal func(interface{}) error) error {
 // the Discoverer interface.
 type Discovery struct {
 	*refresh.Discovery
-	names                    []string
-	port                     int
-	qtype                    uint16
-	logger                   log.Logger
-	dnsSDLookupsCount        prometheus.Counter
-	dnsSDLookupFailuresCount prometheus.Counter
+	names   []string
+	port    int
+	qtype   uint16
+	logger  log.Logger
+	metrics *dnsMetrics
 
 	lookupFn func(name string, qtype uint16, logger log.Logger) (*dns.Msg, error)
 }
 
 // NewDiscovery returns a new Discovery which periodically refreshes its targets.
-func NewDiscovery(conf SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*dnsMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	if logger == nil {
 		logger = log.NewNopLogger()
 	}
@@ -137,28 +146,16 @@ func NewDiscovery(conf SDConfig, logger log.Logger, reg prometheus.Registerer) (
 		port:     conf.Port,
 		logger:   logger,
 		lookupFn: lookupWithSearchPath,
-		dnsSDLookupsCount: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Namespace: namespace,
-				Name:      "sd_dns_lookups_total",
-				Help:      "The number of DNS-SD lookups.",
-			}),
-		dnsSDLookupFailuresCount: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Namespace: namespace,
-				Name:      "sd_dns_lookup_failures_total",
-				Help:      "The number of DNS-SD lookup failures.",
-			}),
+		metrics:  m,
 	}
 
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "dns",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: prometheus.NewRegistry(),
-			Metrics:  []prometheus.Collector{d.dnsSDLookupsCount, d.dnsSDLookupFailuresCount},
+			Logger:              logger,
+			Mech:                "dns",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 
@@ -195,9 +192,9 @@ func (d *Discovery) refresh(ctx context.Context) ([]*targetgroup.Group, error) {
 
 func (d *Discovery) refreshOne(ctx context.Context, name string, ch chan<- *targetgroup.Group) error {
 	response, err := d.lookupFn(name, d.qtype, d.logger)
-	d.dnsSDLookupsCount.Inc()
+	d.metrics.dnsSDLookupsCount.Inc()
 	if err != nil {
-		d.dnsSDLookupFailuresCount.Inc()
+		d.metrics.dnsSDLookupFailuresCount.Inc()
 		return err
 	}
 
diff --git a/discovery/dns/metrics.go b/discovery/dns/metrics.go
new file mode 100644
index 00000000000..27c96b53e00
--- /dev/null
+++ b/discovery/dns/metrics.go
@@ -0,0 +1,66 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package dns
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*dnsMetrics)(nil)
+
+type dnsMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+
+	dnsSDLookupsCount        prometheus.Counter
+	dnsSDLookupFailuresCount prometheus.Counter
+
+	metricRegisterer discovery.MetricRegisterer
+}
+
+func newDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	m := &dnsMetrics{
+		refreshMetrics: rmi,
+		dnsSDLookupsCount: prometheus.NewCounter(
+			prometheus.CounterOpts{
+				Namespace: namespace,
+				Name:      "sd_dns_lookups_total",
+				Help:      "The number of DNS-SD lookups.",
+			}),
+		dnsSDLookupFailuresCount: prometheus.NewCounter(
+			prometheus.CounterOpts{
+				Namespace: namespace,
+				Name:      "sd_dns_lookup_failures_total",
+				Help:      "The number of DNS-SD lookup failures.",
+			}),
+	}
+
+	m.metricRegisterer = discovery.NewMetricRegisterer(reg, []prometheus.Collector{
+		m.dnsSDLookupsCount,
+		m.dnsSDLookupFailuresCount,
+	})
+
+	return m
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *dnsMetrics) Register() error {
+	return m.metricRegisterer.RegisterMetrics()
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *dnsMetrics) Unregister() {
+	m.metricRegisterer.UnregisterMetrics()
+}
diff --git a/discovery/eureka/eureka.go b/discovery/eureka/eureka.go
index d3e4084e560..deed89f6f6d 100644
--- a/discovery/eureka/eureka.go
+++ b/discovery/eureka/eureka.go
@@ -16,6 +16,7 @@ package eureka
 import (
 	"context"
 	"errors"
+	"fmt"
 	"net"
 	"net/http"
 	"net/url"
@@ -76,12 +77,19 @@ type SDConfig struct {
 	RefreshInterval  model.Duration          `yaml:"refresh_interval,omitempty"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &eurekaMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "eureka" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -118,7 +126,12 @@ type Discovery struct {
 }
 
 // NewDiscovery creates a new Eureka discovery for the given role.
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*eurekaMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	rt, err := config.NewRoundTripperFromConfig(conf.HTTPClientConfig, "eureka_sd")
 	if err != nil {
 		return nil, err
@@ -130,11 +143,11 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 	}
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "eureka",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "eureka",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
diff --git a/discovery/eureka/metrics.go b/discovery/eureka/metrics.go
new file mode 100644
index 00000000000..6d6463ccd38
--- /dev/null
+++ b/discovery/eureka/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package eureka
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*eurekaMetrics)(nil)
+
+type eurekaMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *eurekaMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *eurekaMetrics) Unregister() {}
diff --git a/discovery/file/file.go b/discovery/file/file.go
index ef6ed1f5eed..e7e9d0870fc 100644
--- a/discovery/file/file.go
+++ b/discovery/file/file.go
@@ -57,12 +57,17 @@ type SDConfig struct {
 	RefreshInterval model.Duration `yaml:"refresh_interval,omitempty"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return newDiscovererMetrics(reg, rmi)
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "file" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -94,6 +99,9 @@ func (c *SDConfig) UnmarshalYAML(unmarshal func(interface{}) error) error {
 const fileSDFilepathLabel = model.MetaLabelPrefix + "filepath"
 
 // TimestampCollector is a Custom Collector for Timestamps of the files.
+// TODO(ptodev): Now that each file SD has its own TimestampCollector
+// inside discovery/file/metrics.go, we can refactor this collector
+// (or get rid of it) as each TimestampCollector instance will only use one discoverer.
 type TimestampCollector struct {
 	Description *prometheus.Desc
 	discoverers map[*Discovery]struct{}
@@ -169,16 +177,16 @@ type Discovery struct {
 	lastRefresh map[string]int
 	logger      log.Logger
 
-	fileSDReadErrorsCount  prometheus.Counter
-	fileSDScanDuration     prometheus.Summary
-	fileWatcherErrorsCount prometheus.Counter
-	fileSDTimeStamp        *TimestampCollector
-
-	metricRegisterer discovery.MetricRegisterer
+	metrics *fileMetrics
 }
 
 // NewDiscovery returns a new file discovery for the given paths.
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	fm, ok := metrics.(*fileMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	if logger == nil {
 		logger = log.NewNopLogger()
 	}
@@ -188,33 +196,10 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 		interval:   time.Duration(conf.RefreshInterval),
 		timestamps: make(map[string]float64),
 		logger:     logger,
-		fileSDReadErrorsCount: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Name: "prometheus_sd_file_read_errors_total",
-				Help: "The number of File-SD read errors.",
-			}),
-		fileSDScanDuration: prometheus.NewSummary(
-			prometheus.SummaryOpts{
-				Name:       "prometheus_sd_file_scan_duration_seconds",
-				Help:       "The duration of the File-SD scan in seconds.",
-				Objectives: map[float64]float64{0.5: 0.05, 0.9: 0.01, 0.99: 0.001},
-			}),
-		fileWatcherErrorsCount: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Name: "prometheus_sd_file_watcher_errors_total",
-				Help: "The number of File-SD errors caused by filesystem watch failures.",
-			}),
-		fileSDTimeStamp: NewTimestampCollector(),
+		metrics:    fm,
 	}
 
-	disc.fileSDTimeStamp.addDiscoverer(disc)
-
-	disc.metricRegisterer = discovery.NewMetricRegisterer(reg, []prometheus.Collector{
-		disc.fileSDReadErrorsCount,
-		disc.fileSDScanDuration,
-		disc.fileWatcherErrorsCount,
-		disc.fileSDTimeStamp,
-	})
+	fm.init(disc)
 
 	return disc, nil
 }
@@ -253,17 +238,10 @@ func (d *Discovery) watchFiles() {
 
 // Run implements the Discoverer interface.
 func (d *Discovery) Run(ctx context.Context, ch chan<- []*targetgroup.Group) {
-	err := d.metricRegisterer.RegisterMetrics()
-	if err != nil {
-		level.Error(d.logger).Log("msg", "Unable to register metrics", "err", err.Error())
-		return
-	}
-	defer d.metricRegisterer.UnregisterMetrics()
-
 	watcher, err := fsnotify.NewWatcher()
 	if err != nil {
 		level.Error(d.logger).Log("msg", "Error adding file watcher", "err", err)
-		d.fileWatcherErrorsCount.Inc()
+		d.metrics.fileWatcherErrorsCount.Inc()
 		return
 	}
 	d.watcher = watcher
@@ -327,7 +305,7 @@ func (d *Discovery) stop() {
 	done := make(chan struct{})
 	defer close(done)
 
-	d.fileSDTimeStamp.removeDiscoverer(d)
+	d.metrics.fileSDTimeStamp.removeDiscoverer(d)
 
 	// Closing the watcher will deadlock unless all events and errors are drained.
 	go func() {
@@ -353,13 +331,13 @@ func (d *Discovery) stop() {
 func (d *Discovery) refresh(ctx context.Context, ch chan<- []*targetgroup.Group) {
 	t0 := time.Now()
 	defer func() {
-		d.fileSDScanDuration.Observe(time.Since(t0).Seconds())
+		d.metrics.fileSDScanDuration.Observe(time.Since(t0).Seconds())
 	}()
 	ref := map[string]int{}
 	for _, p := range d.listFiles() {
 		tgroups, err := d.readFile(p)
 		if err != nil {
-			d.fileSDReadErrorsCount.Inc()
+			d.metrics.fileSDReadErrorsCount.Inc()
 
 			level.Error(d.logger).Log("msg", "Error reading file", "path", p, "err", err)
 			// Prevent deletion down below.
diff --git a/discovery/file/metrics.go b/discovery/file/metrics.go
new file mode 100644
index 00000000000..c01501e4efd
--- /dev/null
+++ b/discovery/file/metrics.go
@@ -0,0 +1,76 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package file
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*fileMetrics)(nil)
+
+type fileMetrics struct {
+	fileSDReadErrorsCount  prometheus.Counter
+	fileSDScanDuration     prometheus.Summary
+	fileWatcherErrorsCount prometheus.Counter
+	fileSDTimeStamp        *TimestampCollector
+
+	metricRegisterer discovery.MetricRegisterer
+}
+
+func newDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	fm := &fileMetrics{
+		fileSDReadErrorsCount: prometheus.NewCounter(
+			prometheus.CounterOpts{
+				Name: "prometheus_sd_file_read_errors_total",
+				Help: "The number of File-SD read errors.",
+			}),
+		fileSDScanDuration: prometheus.NewSummary(
+			prometheus.SummaryOpts{
+				Name:       "prometheus_sd_file_scan_duration_seconds",
+				Help:       "The duration of the File-SD scan in seconds.",
+				Objectives: map[float64]float64{0.5: 0.05, 0.9: 0.01, 0.99: 0.001},
+			}),
+		fileWatcherErrorsCount: prometheus.NewCounter(
+			prometheus.CounterOpts{
+				Name: "prometheus_sd_file_watcher_errors_total",
+				Help: "The number of File-SD errors caused by filesystem watch failures.",
+			}),
+		fileSDTimeStamp: NewTimestampCollector(),
+	}
+
+	fm.metricRegisterer = discovery.NewMetricRegisterer(reg, []prometheus.Collector{
+		fm.fileSDReadErrorsCount,
+		fm.fileSDScanDuration,
+		fm.fileWatcherErrorsCount,
+		fm.fileSDTimeStamp,
+	})
+
+	return fm
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (fm *fileMetrics) Register() error {
+	return fm.metricRegisterer.RegisterMetrics()
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (fm *fileMetrics) Unregister() {
+	fm.metricRegisterer.UnregisterMetrics()
+}
+
+func (fm *fileMetrics) init(disc *Discovery) {
+	fm.fileSDTimeStamp.addDiscoverer(disc)
+}
diff --git a/discovery/gce/gce.go b/discovery/gce/gce.go
index 21a95ee39e6..15f32dd2473 100644
--- a/discovery/gce/gce.go
+++ b/discovery/gce/gce.go
@@ -82,12 +82,19 @@ type SDConfig struct {
 	TagSeparator    string         `yaml:"tag_separator,omitempty"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &gceMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "gce" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(*c, opts.Logger, opts.Registerer)
+	return NewDiscovery(*c, opts.Logger, opts.Metrics)
 }
 
 // UnmarshalYAML implements the yaml.Unmarshaler interface.
@@ -122,7 +129,12 @@ type Discovery struct {
 }
 
 // NewDiscovery returns a new Discovery which periodically refreshes its targets.
-func NewDiscovery(conf SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*gceMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	d := &Discovery{
 		project:      conf.Project,
 		zone:         conf.Zone,
@@ -143,11 +155,11 @@ func NewDiscovery(conf SDConfig, logger log.Logger, reg prometheus.Registerer) (
 
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "gce",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "gce",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
diff --git a/discovery/gce/metrics.go b/discovery/gce/metrics.go
new file mode 100644
index 00000000000..f53ea5a8c6f
--- /dev/null
+++ b/discovery/gce/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package gce
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*gceMetrics)(nil)
+
+type gceMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *gceMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *gceMetrics) Unregister() {}
diff --git a/discovery/hetzner/hetzner.go b/discovery/hetzner/hetzner.go
index 9d3e6aa65de..69c823d3829 100644
--- a/discovery/hetzner/hetzner.go
+++ b/discovery/hetzner/hetzner.go
@@ -63,12 +63,19 @@ type SDConfig struct {
 	robotEndpoint   string         // For tests only.
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &hetznerMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "hetzner" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 type refresher interface {
@@ -128,7 +135,12 @@ type Discovery struct {
 }
 
 // NewDiscovery returns a new Discovery which periodically refreshes its targets.
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*refresh.Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*refresh.Discovery, error) {
+	m, ok := metrics.(*hetznerMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	r, err := newRefresher(conf, logger)
 	if err != nil {
 		return nil, err
@@ -136,11 +148,11 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 
 	return refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "hetzner",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: r.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "hetzner",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            r.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	), nil
 }
diff --git a/discovery/hetzner/metrics.go b/discovery/hetzner/metrics.go
new file mode 100644
index 00000000000..27361ee755c
--- /dev/null
+++ b/discovery/hetzner/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package hetzner
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*hetznerMetrics)(nil)
+
+type hetznerMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *hetznerMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *hetznerMetrics) Unregister() {}
diff --git a/discovery/http/http.go b/discovery/http/http.go
index c12fdb26d2a..8dd21ec9e42 100644
--- a/discovery/http/http.go
+++ b/discovery/http/http.go
@@ -58,12 +58,17 @@ type SDConfig struct {
 	URL              string                  `yaml:"url"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return newDiscovererMetrics(reg, rmi)
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "http" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.HTTPClientOptions, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.HTTPClientOptions, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -105,11 +110,16 @@ type Discovery struct {
 	client          *http.Client
 	refreshInterval time.Duration
 	tgLastLength    int
-	failuresCount   prometheus.Counter
+	metrics         *httpMetrics
 }
 
 // NewDiscovery returns a new HTTP discovery for the given config.
-func NewDiscovery(conf *SDConfig, logger log.Logger, clientOpts []config.HTTPClientOption, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, clientOpts []config.HTTPClientOption, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*httpMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	if logger == nil {
 		logger = log.NewNopLogger()
 	}
@@ -124,21 +134,16 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, clientOpts []config.HTTPCli
 		url:             conf.URL,
 		client:          client,
 		refreshInterval: time.Duration(conf.RefreshInterval), // Stored to be sent as headers.
-		failuresCount: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Name: "prometheus_sd_http_failures_total",
-				Help: "Number of HTTP service discovery refresh failures.",
-			}),
+		metrics:         m,
 	}
 
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "http",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.Refresh,
-			Registry: reg,
-			Metrics:  []prometheus.Collector{d.failuresCount},
+			Logger:              logger,
+			Mech:                "http",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.Refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
@@ -155,7 +160,7 @@ func (d *Discovery) Refresh(ctx context.Context) ([]*targetgroup.Group, error) {
 
 	resp, err := d.client.Do(req.WithContext(ctx))
 	if err != nil {
-		d.failuresCount.Inc()
+		d.metrics.failuresCount.Inc()
 		return nil, err
 	}
 	defer func() {
@@ -164,31 +169,31 @@ func (d *Discovery) Refresh(ctx context.Context) ([]*targetgroup.Group, error) {
 	}()
 
 	if resp.StatusCode != http.StatusOK {
-		d.failuresCount.Inc()
+		d.metrics.failuresCount.Inc()
 		return nil, fmt.Errorf("server returned HTTP status %s", resp.Status)
 	}
 
 	if !matchContentType.MatchString(strings.TrimSpace(resp.Header.Get("Content-Type"))) {
-		d.failuresCount.Inc()
+		d.metrics.failuresCount.Inc()
 		return nil, fmt.Errorf("unsupported content type %q", resp.Header.Get("Content-Type"))
 	}
 
 	b, err := io.ReadAll(resp.Body)
 	if err != nil {
-		d.failuresCount.Inc()
+		d.metrics.failuresCount.Inc()
 		return nil, err
 	}
 
 	var targetGroups []*targetgroup.Group
 
 	if err := json.Unmarshal(b, &targetGroups); err != nil {
-		d.failuresCount.Inc()
+		d.metrics.failuresCount.Inc()
 		return nil, err
 	}
 
 	for i, tg := range targetGroups {
 		if tg == nil {
-			d.failuresCount.Inc()
+			d.metrics.failuresCount.Inc()
 			err = errors.New("nil target group item found")
 			return nil, err
 		}
diff --git a/discovery/http/metrics.go b/discovery/http/metrics.go
new file mode 100644
index 00000000000..b1f8b844339
--- /dev/null
+++ b/discovery/http/metrics.go
@@ -0,0 +1,57 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package http
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*httpMetrics)(nil)
+
+type httpMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+
+	failuresCount prometheus.Counter
+
+	metricRegisterer discovery.MetricRegisterer
+}
+
+func newDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	m := &httpMetrics{
+		refreshMetrics: rmi,
+		failuresCount: prometheus.NewCounter(
+			prometheus.CounterOpts{
+				Name: "prometheus_sd_http_failures_total",
+				Help: "Number of HTTP service discovery refresh failures.",
+			}),
+	}
+
+	m.metricRegisterer = discovery.NewMetricRegisterer(reg, []prometheus.Collector{
+		m.failuresCount,
+	})
+
+	return m
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *httpMetrics) Register() error {
+	return m.metricRegisterer.RegisterMetrics()
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *httpMetrics) Unregister() {
+	m.metricRegisterer.UnregisterMetrics()
+}
diff --git a/discovery/ionos/ionos.go b/discovery/ionos/ionos.go
index 36623745aba..c8b4f7f8e54 100644
--- a/discovery/ionos/ionos.go
+++ b/discovery/ionos/ionos.go
@@ -15,16 +15,16 @@ package ionos
 
 import (
 	"errors"
+	"fmt"
 	"time"
 
 	"github.com/go-kit/log"
+	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/common/config"
 	"github.com/prometheus/common/model"
 
 	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/refresh"
-
-	"github.com/prometheus/client_golang/prometheus"
 )
 
 const (
@@ -43,7 +43,12 @@ func init() {
 type Discovery struct{}
 
 // NewDiscovery returns a new refresh.Discovery for IONOS Cloud.
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*refresh.Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*refresh.Discovery, error) {
+	m, ok := metrics.(*ionosMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	if conf.ionosEndpoint == "" {
 		conf.ionosEndpoint = "https://api.ionos.com"
 	}
@@ -55,11 +60,11 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 
 	return refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "ionos",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "ionos",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	), nil
 }
@@ -84,6 +89,13 @@ type SDConfig struct {
 	ionosEndpoint string // For tests only.
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &ionosMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the IONOS Cloud service discovery.
 func (c SDConfig) Name() string {
 	return "ionos"
@@ -91,7 +103,7 @@ func (c SDConfig) Name() string {
 
 // NewDiscoverer returns a new discovery.Discoverer for IONOS Cloud.
 func (c SDConfig) NewDiscoverer(options discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(&c, options.Logger, options.Registerer)
+	return NewDiscovery(&c, options.Logger, options.Metrics)
 }
 
 // UnmarshalYAML implements the yaml.Unmarshaler interface.
diff --git a/discovery/ionos/metrics.go b/discovery/ionos/metrics.go
new file mode 100644
index 00000000000..88e465acf3b
--- /dev/null
+++ b/discovery/ionos/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ionos
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*ionosMetrics)(nil)
+
+type ionosMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *ionosMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *ionosMetrics) Unregister() {}
diff --git a/discovery/kubernetes/endpoints.go b/discovery/kubernetes/endpoints.go
index 512d775523b..c7a60ae6d3f 100644
--- a/discovery/kubernetes/endpoints.go
+++ b/discovery/kubernetes/endpoints.go
@@ -62,6 +62,8 @@ func NewEndpoints(l log.Logger, eps cache.SharedIndexInformer, svc, pod, node ca
 	svcUpdateCount := eventCount.WithLabelValues(RoleService.String(), MetricLabelRoleUpdate)
 	svcDeleteCount := eventCount.WithLabelValues(RoleService.String(), MetricLabelRoleDelete)
 
+	podUpdateCount := eventCount.WithLabelValues(RolePod.String(), MetricLabelRoleUpdate)
+
 	e := &Endpoints{
 		logger:           l,
 		endpointsInf:     eps,
@@ -131,6 +133,29 @@ func NewEndpoints(l log.Logger, eps cache.SharedIndexInformer, svc, pod, node ca
 	if err != nil {
 		level.Error(l).Log("msg", "Error adding services event handler.", "err", err)
 	}
+	_, err = e.podInf.AddEventHandler(cache.ResourceEventHandlerFuncs{
+		UpdateFunc: func(old, cur interface{}) {
+			podUpdateCount.Inc()
+			oldPod, ok := old.(*apiv1.Pod)
+			if !ok {
+				return
+			}
+
+			curPod, ok := cur.(*apiv1.Pod)
+			if !ok {
+				return
+			}
+
+			// the Pod's phase may change without triggering an update on the Endpoints/Service.
+			// https://github.com/prometheus/prometheus/issues/11305.
+			if curPod.Status.Phase != oldPod.Status.Phase {
+				e.enqueuePod(namespacedName(curPod.Namespace, curPod.Name))
+			}
+		},
+	})
+	if err != nil {
+		level.Error(l).Log("msg", "Error adding pods event handler.", "err", err)
+	}
 	if e.withNodeMetadata {
 		_, err = e.nodeInf.AddEventHandler(cache.ResourceEventHandlerFuncs{
 			AddFunc: func(o interface{}) {
@@ -166,6 +191,18 @@ func (e *Endpoints) enqueueNode(nodeName string) {
 	}
 }
 
+func (e *Endpoints) enqueuePod(podNamespacedName string) {
+	endpoints, err := e.endpointsInf.GetIndexer().ByIndex(podIndex, podNamespacedName)
+	if err != nil {
+		level.Error(e.logger).Log("msg", "Error getting endpoints for pod", "pod", podNamespacedName, "err", err)
+		return
+	}
+
+	for _, endpoint := range endpoints {
+		e.enqueue(endpoint)
+	}
+}
+
 func (e *Endpoints) enqueue(obj interface{}) {
 	key, err := cache.DeletionHandlingMetaNamespaceKeyFunc(obj)
 	if err != nil {
@@ -312,7 +349,7 @@ func (e *Endpoints) buildEndpoints(eps *apiv1.Endpoints) *targetgroup.Group {
 			tg.Targets = append(tg.Targets, target)
 			return
 		}
-		s := pod.Namespace + "/" + pod.Name
+		s := namespacedName(pod.Namespace, pod.Name)
 
 		sp, ok := seenPods[s]
 		if !ok {
@@ -369,6 +406,11 @@ func (e *Endpoints) buildEndpoints(eps *apiv1.Endpoints) *targetgroup.Group {
 	// For all seen pods, check all container ports. If they were not covered
 	// by one of the service endpoints, generate targets for them.
 	for _, pe := range seenPods {
+		// PodIP can be empty when a pod is starting or has been evicted.
+		if len(pe.pod.Status.PodIP) == 0 {
+			continue
+		}
+
 		for _, c := range pe.pod.Spec.Containers {
 			for _, cport := range c.Ports {
 				hasSeenPort := func() bool {
@@ -383,21 +425,18 @@ func (e *Endpoints) buildEndpoints(eps *apiv1.Endpoints) *targetgroup.Group {
 					continue
 				}
 
-				// PodIP can be empty when a pod is starting or has been evicted.
-				if len(pe.pod.Status.PodIP) != 0 {
-					a := net.JoinHostPort(pe.pod.Status.PodIP, strconv.FormatUint(uint64(cport.ContainerPort), 10))
-					ports := strconv.FormatUint(uint64(cport.ContainerPort), 10)
-
-					target := model.LabelSet{
-						model.AddressLabel:            lv(a),
-						podContainerNameLabel:         lv(c.Name),
-						podContainerImageLabel:        lv(c.Image),
-						podContainerPortNameLabel:     lv(cport.Name),
-						podContainerPortNumberLabel:   lv(ports),
-						podContainerPortProtocolLabel: lv(string(cport.Protocol)),
-					}
-					tg.Targets = append(tg.Targets, target.Merge(podLabels(pe.pod)))
+				a := net.JoinHostPort(pe.pod.Status.PodIP, strconv.FormatUint(uint64(cport.ContainerPort), 10))
+				ports := strconv.FormatUint(uint64(cport.ContainerPort), 10)
+
+				target := model.LabelSet{
+					model.AddressLabel:            lv(a),
+					podContainerNameLabel:         lv(c.Name),
+					podContainerImageLabel:        lv(c.Image),
+					podContainerPortNameLabel:     lv(cport.Name),
+					podContainerPortNumberLabel:   lv(ports),
+					podContainerPortProtocolLabel: lv(string(cport.Protocol)),
 				}
+				tg.Targets = append(tg.Targets, target.Merge(podLabels(pe.pod)))
 			}
 		}
 	}
diff --git a/discovery/kubernetes/endpointslice.go b/discovery/kubernetes/endpointslice.go
index 21095df4af1..116f02076f6 100644
--- a/discovery/kubernetes/endpointslice.go
+++ b/discovery/kubernetes/endpointslice.go
@@ -358,7 +358,7 @@ func (e *EndpointSlice) buildEndpointSlice(eps endpointSliceAdaptor) *targetgrou
 			tg.Targets = append(tg.Targets, target)
 			return
 		}
-		s := pod.Namespace + "/" + pod.Name
+		s := namespacedName(pod.Namespace, pod.Name)
 
 		sp, ok := seenPods[s]
 		if !ok {
@@ -405,6 +405,11 @@ func (e *EndpointSlice) buildEndpointSlice(eps endpointSliceAdaptor) *targetgrou
 	// For all seen pods, check all container ports. If they were not covered
 	// by one of the service endpoints, generate targets for them.
 	for _, pe := range seenPods {
+		// PodIP can be empty when a pod is starting or has been evicted.
+		if len(pe.pod.Status.PodIP) == 0 {
+			continue
+		}
+
 		for _, c := range pe.pod.Spec.Containers {
 			for _, cport := range c.Ports {
 				hasSeenPort := func() bool {
@@ -422,21 +427,18 @@ func (e *EndpointSlice) buildEndpointSlice(eps endpointSliceAdaptor) *targetgrou
 					continue
 				}
 
-				// PodIP can be empty when a pod is starting or has been evicted.
-				if len(pe.pod.Status.PodIP) != 0 {
-					a := net.JoinHostPort(pe.pod.Status.PodIP, strconv.FormatUint(uint64(cport.ContainerPort), 10))
-					ports := strconv.FormatUint(uint64(cport.ContainerPort), 10)
-
-					target := model.LabelSet{
-						model.AddressLabel:            lv(a),
-						podContainerNameLabel:         lv(c.Name),
-						podContainerImageLabel:        lv(c.Image),
-						podContainerPortNameLabel:     lv(cport.Name),
-						podContainerPortNumberLabel:   lv(ports),
-						podContainerPortProtocolLabel: lv(string(cport.Protocol)),
-					}
-					tg.Targets = append(tg.Targets, target.Merge(podLabels(pe.pod)))
+				a := net.JoinHostPort(pe.pod.Status.PodIP, strconv.FormatUint(uint64(cport.ContainerPort), 10))
+				ports := strconv.FormatUint(uint64(cport.ContainerPort), 10)
+
+				target := model.LabelSet{
+					model.AddressLabel:            lv(a),
+					podContainerNameLabel:         lv(c.Name),
+					podContainerImageLabel:        lv(c.Image),
+					podContainerPortNameLabel:     lv(cport.Name),
+					podContainerPortNumberLabel:   lv(ports),
+					podContainerPortProtocolLabel: lv(string(cport.Protocol)),
 				}
+				tg.Targets = append(tg.Targets, target.Merge(podLabels(pe.pod)))
 			}
 		}
 	}
diff --git a/discovery/kubernetes/kubernetes.go b/discovery/kubernetes/kubernetes.go
index 5c5f3dfb62a..489365fa462 100644
--- a/discovery/kubernetes/kubernetes.go
+++ b/discovery/kubernetes/kubernetes.go
@@ -123,12 +123,17 @@ type SDConfig struct {
 	AttachMetadata     AttachMetadataConfig    `yaml:"attach_metadata,omitempty"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return newDiscovererMetrics(reg, rmi)
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "kubernetes" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return New(opts.Logger, opts.Registerer, c)
+	return New(opts.Logger, opts.Metrics, c)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -265,8 +270,7 @@ type Discovery struct {
 	selectors          roleSelector
 	ownNamespace       string
 	attachMetadata     AttachMetadataConfig
-	eventCount         *prometheus.CounterVec
-	metricRegisterer   discovery.MetricRegisterer
+	metrics            *kubernetesMetrics
 }
 
 func (d *Discovery) getNamespaces() []string {
@@ -285,7 +289,12 @@ func (d *Discovery) getNamespaces() []string {
 }
 
 // New creates a new Kubernetes discovery for the given role.
-func New(l log.Logger, reg prometheus.Registerer, conf *SDConfig) (*Discovery, error) {
+func New(l log.Logger, metrics discovery.DiscovererMetrics, conf *SDConfig) (*Discovery, error) {
+	m, ok := metrics.(*kubernetesMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	if l == nil {
 		l = log.NewNopLogger()
 	}
@@ -348,34 +357,7 @@ func New(l log.Logger, reg prometheus.Registerer, conf *SDConfig) (*Discovery, e
 		selectors:          mapSelector(conf.Selectors),
 		ownNamespace:       ownNamespace,
 		attachMetadata:     conf.AttachMetadata,
-		eventCount: prometheus.NewCounterVec(
-			prometheus.CounterOpts{
-				Namespace: discovery.KubernetesMetricsNamespace,
-				Name:      "events_total",
-				Help:      "The number of Kubernetes events handled.",
-			},
-			[]string{"role", "event"},
-		),
-	}
-
-	d.metricRegisterer = discovery.NewMetricRegisterer(reg, []prometheus.Collector{d.eventCount})
-
-	// Initialize metric vectors.
-	for _, role := range []string{
-		RoleEndpointSlice.String(),
-		RoleEndpoint.String(),
-		RoleNode.String(),
-		RolePod.String(),
-		RoleService.String(),
-		RoleIngress.String(),
-	} {
-		for _, evt := range []string{
-			MetricLabelRoleAdd,
-			MetricLabelRoleDelete,
-			MetricLabelRoleUpdate,
-		} {
-			d.eventCount.WithLabelValues(role, evt)
-		}
+		metrics:            m,
 	}
 
 	return d, nil
@@ -415,13 +397,6 @@ const resyncDisabled = 0
 func (d *Discovery) Run(ctx context.Context, ch chan<- []*targetgroup.Group) {
 	d.Lock()
 
-	err := d.metricRegisterer.RegisterMetrics()
-	if err != nil {
-		level.Error(d.logger).Log("msg", "Unable to register metrics", "err", err.Error())
-		return
-	}
-	defer d.metricRegisterer.UnregisterMetrics()
-
 	namespaces := d.getNamespaces()
 
 	switch d.role {
@@ -513,7 +488,7 @@ func (d *Discovery) Run(ctx context.Context, ch chan<- []*targetgroup.Group) {
 				cache.NewSharedInformer(slw, &apiv1.Service{}, resyncDisabled),
 				cache.NewSharedInformer(plw, &apiv1.Pod{}, resyncDisabled),
 				nodeInf,
-				d.eventCount,
+				d.metrics.eventCount,
 			)
 			d.discoverers = append(d.discoverers, eps)
 			go eps.endpointSliceInf.Run(ctx.Done())
@@ -573,7 +548,7 @@ func (d *Discovery) Run(ctx context.Context, ch chan<- []*targetgroup.Group) {
 				cache.NewSharedInformer(slw, &apiv1.Service{}, resyncDisabled),
 				cache.NewSharedInformer(plw, &apiv1.Pod{}, resyncDisabled),
 				nodeInf,
-				d.eventCount,
+				d.metrics.eventCount,
 			)
 			d.discoverers = append(d.discoverers, eps)
 			go eps.endpointsInf.Run(ctx.Done())
@@ -605,7 +580,7 @@ func (d *Discovery) Run(ctx context.Context, ch chan<- []*targetgroup.Group) {
 				log.With(d.logger, "role", "pod"),
 				d.newPodsByNodeInformer(plw),
 				nodeInformer,
-				d.eventCount,
+				d.metrics.eventCount,
 			)
 			d.discoverers = append(d.discoverers, pod)
 			go pod.podInf.Run(ctx.Done())
@@ -628,7 +603,7 @@ func (d *Discovery) Run(ctx context.Context, ch chan<- []*targetgroup.Group) {
 			svc := NewService(
 				log.With(d.logger, "role", "service"),
 				cache.NewSharedInformer(slw, &apiv1.Service{}, resyncDisabled),
-				d.eventCount,
+				d.metrics.eventCount,
 			)
 			d.discoverers = append(d.discoverers, svc)
 			go svc.informer.Run(ctx.Done())
@@ -686,14 +661,14 @@ func (d *Discovery) Run(ctx context.Context, ch chan<- []*targetgroup.Group) {
 			ingress := NewIngress(
 				log.With(d.logger, "role", "ingress"),
 				informer,
-				d.eventCount,
+				d.metrics.eventCount,
 			)
 			d.discoverers = append(d.discoverers, ingress)
 			go ingress.informer.Run(ctx.Done())
 		}
 	case RoleNode:
 		nodeInformer := d.newNodeInformer(ctx)
-		node := NewNode(log.With(d.logger, "role", "node"), nodeInformer, d.eventCount)
+		node := NewNode(log.With(d.logger, "role", "node"), nodeInformer, d.metrics.eventCount)
 		d.discoverers = append(d.discoverers, node)
 		go node.informer.Run(ctx.Done())
 	default:
@@ -792,6 +767,21 @@ func (d *Discovery) newPodsByNodeInformer(plw *cache.ListWatch) cache.SharedInde
 
 func (d *Discovery) newEndpointsByNodeInformer(plw *cache.ListWatch) cache.SharedIndexInformer {
 	indexers := make(map[string]cache.IndexFunc)
+	indexers[podIndex] = func(obj interface{}) ([]string, error) {
+		e, ok := obj.(*apiv1.Endpoints)
+		if !ok {
+			return nil, fmt.Errorf("object is not endpoints")
+		}
+		var pods []string
+		for _, target := range e.Subsets {
+			for _, addr := range target.Addresses {
+				if addr.TargetRef != nil && addr.TargetRef.Kind == "Pod" {
+					pods = append(pods, namespacedName(addr.TargetRef.Namespace, addr.TargetRef.Name))
+				}
+			}
+		}
+		return pods, nil
+	}
 	if !d.attachMetadata.Node {
 		return cache.NewSharedIndexInformer(plw, &apiv1.Endpoints{}, resyncDisabled, indexers)
 	}
@@ -897,3 +887,7 @@ func addObjectMetaLabels(labelSet model.LabelSet, objectMeta metav1.ObjectMeta,
 		labelSet[model.LabelName(metaLabelPrefix+string(role)+"_annotationpresent_"+ln)] = presentValue
 	}
 }
+
+func namespacedName(namespace, name string) string {
+	return namespace + "/" + name
+}
diff --git a/discovery/kubernetes/metrics.go b/discovery/kubernetes/metrics.go
new file mode 100644
index 00000000000..7d384fb96ac
--- /dev/null
+++ b/discovery/kubernetes/metrics.go
@@ -0,0 +1,75 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package kubernetes
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*kubernetesMetrics)(nil)
+
+type kubernetesMetrics struct {
+	eventCount *prometheus.CounterVec
+
+	metricRegisterer discovery.MetricRegisterer
+}
+
+func newDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	m := &kubernetesMetrics{
+		eventCount: prometheus.NewCounterVec(
+			prometheus.CounterOpts{
+				Namespace: discovery.KubernetesMetricsNamespace,
+				Name:      "events_total",
+				Help:      "The number of Kubernetes events handled.",
+			},
+			[]string{"role", "event"},
+		),
+	}
+
+	m.metricRegisterer = discovery.NewMetricRegisterer(reg, []prometheus.Collector{
+		m.eventCount,
+	})
+
+	// Initialize metric vectors.
+	for _, role := range []string{
+		RoleEndpointSlice.String(),
+		RoleEndpoint.String(),
+		RoleNode.String(),
+		RolePod.String(),
+		RoleService.String(),
+		RoleIngress.String(),
+	} {
+		for _, evt := range []string{
+			MetricLabelRoleAdd,
+			MetricLabelRoleDelete,
+			MetricLabelRoleUpdate,
+		} {
+			m.eventCount.WithLabelValues(role, evt)
+		}
+	}
+
+	return m
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *kubernetesMetrics) Register() error {
+	return m.metricRegisterer.RegisterMetrics()
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *kubernetesMetrics) Unregister() {
+	m.metricRegisterer.UnregisterMetrics()
+}
diff --git a/discovery/kubernetes/pod.go b/discovery/kubernetes/pod.go
index 615717c1383..02990e415f9 100644
--- a/discovery/kubernetes/pod.go
+++ b/discovery/kubernetes/pod.go
@@ -33,7 +33,10 @@ import (
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
-const nodeIndex = "node"
+const (
+	nodeIndex = "node"
+	podIndex  = "pod"
+)
 
 // Pod discovers new pod targets.
 type Pod struct {
@@ -326,7 +329,7 @@ func podSource(pod *apiv1.Pod) string {
 }
 
 func podSourceFromNamespaceAndName(namespace, name string) string {
-	return "pod/" + namespace + "/" + name
+	return "pod/" + namespacedName(namespace, name)
 }
 
 func podReady(pod *apiv1.Pod) model.LabelValue {
diff --git a/discovery/legacymanager/manager.go b/discovery/legacymanager/manager.go
index 9c80f305a82..6fc61485d11 100644
--- a/discovery/legacymanager/manager.go
+++ b/discovery/legacymanager/manager.go
@@ -42,7 +42,7 @@ type provider struct {
 }
 
 // NewManager is the Discovery Manager constructor.
-func NewManager(ctx context.Context, logger log.Logger, registerer prometheus.Registerer, options ...func(*Manager)) *Manager {
+func NewManager(ctx context.Context, logger log.Logger, registerer prometheus.Registerer, sdMetrics map[string]discovery.DiscovererMetrics, options ...func(*Manager)) *Manager {
 	if logger == nil {
 		logger = log.NewNopLogger()
 	}
@@ -55,6 +55,7 @@ func NewManager(ctx context.Context, logger log.Logger, registerer prometheus.Re
 		updatert:       5 * time.Second,
 		triggerSend:    make(chan struct{}, 1),
 		registerer:     registerer,
+		sdMetrics:      sdMetrics,
 	}
 	for _, option := range options {
 		option(mgr)
@@ -62,7 +63,7 @@ func NewManager(ctx context.Context, logger log.Logger, registerer prometheus.Re
 
 	// Register the metrics.
 	// We have to do this after setting all options, so that the name of the Manager is set.
-	if metrics, err := discovery.NewMetrics(registerer, mgr.name); err == nil {
+	if metrics, err := discovery.NewManagerMetrics(registerer, mgr.name); err == nil {
 		mgr.metrics = metrics
 	} else {
 		level.Error(logger).Log("msg", "Failed to create discovery manager metrics", "manager", mgr.name, "err", err)
@@ -108,7 +109,8 @@ type Manager struct {
 	// A registerer for all service discovery metrics.
 	registerer prometheus.Registerer
 
-	metrics *discovery.Metrics
+	metrics   *discovery.Metrics
+	sdMetrics map[string]discovery.DiscovererMetrics
 }
 
 // Run starts the background processing.
@@ -283,8 +285,8 @@ func (m *Manager) registerProviders(cfgs discovery.Configs, setName string) int
 		}
 		typ := cfg.Name()
 		d, err := cfg.NewDiscoverer(discovery.DiscovererOptions{
-			Logger:     log.With(m.logger, "discovery", typ, "config", setName),
-			Registerer: m.registerer,
+			Logger:  log.With(m.logger, "discovery", typ, "config", setName),
+			Metrics: m.sdMetrics[typ],
 		})
 		if err != nil {
 			level.Error(m.logger).Log("msg", "Cannot create service discovery", "err", err, "type", typ, "config", setName)
diff --git a/discovery/linode/linode.go b/discovery/linode/linode.go
index 38a5cdad4b5..94f0a63bbb8 100644
--- a/discovery/linode/linode.go
+++ b/discovery/linode/linode.go
@@ -87,12 +87,17 @@ type SDConfig struct {
 	TagSeparator    string         `yaml:"tag_separator,omitempty"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return newDiscovererMetrics(reg, rmi)
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "linode" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -122,22 +127,23 @@ type Discovery struct {
 	pollCount            int
 	lastResults          []*targetgroup.Group
 	eventPollingEnabled  bool
-	failuresCount        prometheus.Counter
+	metrics              *linodeMetrics
 }
 
 // NewDiscovery returns a new Discovery which periodically refreshes its targets.
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*linodeMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	d := &Discovery{
 		port:                 conf.Port,
 		tagSeparator:         conf.TagSeparator,
 		pollCount:            0,
 		lastRefreshTimestamp: time.Now().UTC(),
 		eventPollingEnabled:  true,
-		failuresCount: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Name: "prometheus_sd_linode_failures_total",
-				Help: "Number of Linode service discovery refresh failures.",
-			}),
+		metrics:              m,
 	}
 
 	rt, err := config.NewRoundTripperFromConfig(conf.HTTPClientConfig, "linode_sd")
@@ -156,12 +162,11 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "linode",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
-			Metrics:  []prometheus.Collector{d.failuresCount},
+			Logger:              logger,
+			Mech:                "linode",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
@@ -223,14 +228,14 @@ func (d *Discovery) refreshData(ctx context.Context) ([]*targetgroup.Group, erro
 	// Gather all linode instances.
 	instances, err := d.client.ListInstances(ctx, &linodego.ListOptions{PageSize: 500})
 	if err != nil {
-		d.failuresCount.Inc()
+		d.metrics.failuresCount.Inc()
 		return nil, err
 	}
 
 	// Gather detailed IP address info for all IPs on all linode instances.
 	detailedIPs, err := d.client.ListIPAddresses(ctx, &linodego.ListOptions{PageSize: 500})
 	if err != nil {
-		d.failuresCount.Inc()
+		d.metrics.failuresCount.Inc()
 		return nil, err
 	}
 
diff --git a/discovery/linode/metrics.go b/discovery/linode/metrics.go
new file mode 100644
index 00000000000..8f813892262
--- /dev/null
+++ b/discovery/linode/metrics.go
@@ -0,0 +1,57 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package linode
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*linodeMetrics)(nil)
+
+type linodeMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+
+	failuresCount prometheus.Counter
+
+	metricRegisterer discovery.MetricRegisterer
+}
+
+func newDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	m := &linodeMetrics{
+		refreshMetrics: rmi,
+		failuresCount: prometheus.NewCounter(
+			prometheus.CounterOpts{
+				Name: "prometheus_sd_linode_failures_total",
+				Help: "Number of Linode service discovery refresh failures.",
+			}),
+	}
+
+	m.metricRegisterer = discovery.NewMetricRegisterer(reg, []prometheus.Collector{
+		m.failuresCount,
+	})
+
+	return m
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *linodeMetrics) Register() error {
+	return m.metricRegisterer.RegisterMetrics()
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *linodeMetrics) Unregister() {
+	m.metricRegisterer.UnregisterMetrics()
+}
diff --git a/discovery/manager.go b/discovery/manager.go
index 67e326c41a9..e3a26355757 100644
--- a/discovery/manager.go
+++ b/discovery/manager.go
@@ -64,8 +64,24 @@ func (p *Provider) Config() interface{} {
 	return p.config
 }
 
+// Registers the metrics needed for SD mechanisms.
+// Does not register the metrics for the Discovery Manager.
+// TODO(ptodev): Add ability to unregister the metrics?
+func CreateAndRegisterSDMetrics(reg prometheus.Registerer) (map[string]DiscovererMetrics, error) {
+	// Some SD mechanisms use the "refresh" package, which has its own metrics.
+	refreshSdMetrics := NewRefreshMetrics(reg)
+
+	// Register the metrics specific for each SD mechanism, and the ones for the refresh package.
+	sdMetrics, err := RegisterSDMetrics(reg, refreshSdMetrics)
+	if err != nil {
+		return nil, fmt.Errorf("failed to register service discovery metrics: %w", err)
+	}
+
+	return sdMetrics, nil
+}
+
 // NewManager is the Discovery Manager constructor.
-func NewManager(ctx context.Context, logger log.Logger, registerer prometheus.Registerer, options ...func(*Manager)) *Manager {
+func NewManager(ctx context.Context, logger log.Logger, registerer prometheus.Registerer, sdMetrics map[string]DiscovererMetrics, options ...func(*Manager)) *Manager {
 	if logger == nil {
 		logger = log.NewNopLogger()
 	}
@@ -77,6 +93,7 @@ func NewManager(ctx context.Context, logger log.Logger, registerer prometheus.Re
 		updatert:    5 * time.Second,
 		triggerSend: make(chan struct{}, 1),
 		registerer:  registerer,
+		sdMetrics:   sdMetrics,
 	}
 	for _, option := range options {
 		option(mgr)
@@ -84,7 +101,7 @@ func NewManager(ctx context.Context, logger log.Logger, registerer prometheus.Re
 
 	// Register the metrics.
 	// We have to do this after setting all options, so that the name of the Manager is set.
-	if metrics, err := NewMetrics(registerer, mgr.name); err == nil {
+	if metrics, err := NewManagerMetrics(registerer, mgr.name); err == nil {
 		mgr.metrics = metrics
 	} else {
 		level.Error(logger).Log("msg", "Failed to create discovery manager metrics", "manager", mgr.name, "err", err)
@@ -143,7 +160,8 @@ type Manager struct {
 	// A registerer for all service discovery metrics.
 	registerer prometheus.Registerer
 
-	metrics *Metrics
+	metrics   *Metrics
+	sdMetrics map[string]DiscovererMetrics
 }
 
 // Providers returns the currently configured SD providers.
@@ -402,7 +420,7 @@ func (m *Manager) registerProviders(cfgs Configs, setName string) int {
 		d, err := cfg.NewDiscoverer(DiscovererOptions{
 			Logger:            log.With(m.logger, "discovery", typ, "config", setName),
 			HTTPClientOptions: m.httpOpts,
-			Registerer:        m.registerer,
+			Metrics:           m.sdMetrics[typ],
 		})
 		if err != nil {
 			level.Error(m.logger).Log("msg", "Cannot create service discovery", "err", err, "type", typ, "config", setName)
diff --git a/discovery/marathon/marathon.go b/discovery/marathon/marathon.go
index a6a6252fd0a..ecad108e4a5 100644
--- a/discovery/marathon/marathon.go
+++ b/discovery/marathon/marathon.go
@@ -79,12 +79,19 @@ type SDConfig struct {
 	HTTPClientConfig config.HTTPClientConfig `yaml:",inline"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &marathonMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "marathon" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(*c, opts.Logger, opts.Registerer)
+	return NewDiscovery(*c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -133,7 +140,12 @@ type Discovery struct {
 }
 
 // NewDiscovery returns a new Marathon Discovery.
-func NewDiscovery(conf SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*marathonMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	rt, err := config.NewRoundTripperFromConfig(conf.HTTPClientConfig, "marathon_sd")
 	if err != nil {
 		return nil, err
@@ -156,11 +168,11 @@ func NewDiscovery(conf SDConfig, logger log.Logger, reg prometheus.Registerer) (
 	}
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "marathon",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "marathon",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
diff --git a/discovery/marathon/metrics.go b/discovery/marathon/metrics.go
new file mode 100644
index 00000000000..790c1674716
--- /dev/null
+++ b/discovery/marathon/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package marathon
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*marathonMetrics)(nil)
+
+type marathonMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *marathonMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *marathonMetrics) Unregister() {}
diff --git a/discovery/metrics.go b/discovery/metrics.go
index 6a606039554..a77b86d2745 100644
--- a/discovery/metrics.go
+++ b/discovery/metrics.go
@@ -38,7 +38,7 @@ type Metrics struct {
 	SentUpdates       prometheus.Counter
 }
 
-func NewMetrics(registerer prometheus.Registerer, sdManagerName string) (*Metrics, error) {
+func NewManagerMetrics(registerer prometheus.Registerer, sdManagerName string) (*Metrics, error) {
 	m := &Metrics{}
 
 	m.FailedConfigs = prometheus.NewGauge(
diff --git a/discovery/metrics_refresh.go b/discovery/metrics_refresh.go
new file mode 100644
index 00000000000..d621165ced6
--- /dev/null
+++ b/discovery/metrics_refresh.go
@@ -0,0 +1,75 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package discovery
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+)
+
+// Metric vectors for the "refresh" package.
+// We define them here in the "discovery" package in order to avoid a cyclic dependency between
+// "discovery" and "refresh".
+type RefreshMetricsVecs struct {
+	failuresVec *prometheus.CounterVec
+	durationVec *prometheus.SummaryVec
+
+	metricRegisterer MetricRegisterer
+}
+
+var _ RefreshMetricsManager = (*RefreshMetricsVecs)(nil)
+
+func NewRefreshMetrics(reg prometheus.Registerer) RefreshMetricsManager {
+	m := &RefreshMetricsVecs{
+		failuresVec: prometheus.NewCounterVec(
+			prometheus.CounterOpts{
+				Name: "prometheus_sd_refresh_failures_total",
+				Help: "Number of refresh failures for the given SD mechanism.",
+			},
+			[]string{"mechanism"}),
+		durationVec: prometheus.NewSummaryVec(
+			prometheus.SummaryOpts{
+				Name:       "prometheus_sd_refresh_duration_seconds",
+				Help:       "The duration of a refresh in seconds for the given SD mechanism.",
+				Objectives: map[float64]float64{0.5: 0.05, 0.9: 0.01, 0.99: 0.001},
+			},
+			[]string{"mechanism"}),
+	}
+
+	// The reason we register metric vectors instead of metrics is so that
+	// the metrics are not visible until they are recorded.
+	m.metricRegisterer = NewMetricRegisterer(reg, []prometheus.Collector{
+		m.failuresVec,
+		m.durationVec,
+	})
+
+	return m
+}
+
+// Instantiate returns metrics out of metric vectors.
+func (m *RefreshMetricsVecs) Instantiate(mech string) *RefreshMetrics {
+	return &RefreshMetrics{
+		Failures: m.failuresVec.WithLabelValues(mech),
+		Duration: m.durationVec.WithLabelValues(mech),
+	}
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *RefreshMetricsVecs) Register() error {
+	return m.metricRegisterer.RegisterMetrics()
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *RefreshMetricsVecs) Unregister() {
+	m.metricRegisterer.UnregisterMetrics()
+}
diff --git a/discovery/moby/docker.go b/discovery/moby/docker.go
index a13bb8704ab..6a2b2d93025 100644
--- a/discovery/moby/docker.go
+++ b/discovery/moby/docker.go
@@ -22,7 +22,7 @@ import (
 	"strconv"
 	"time"
 
-	"github.com/docker/docker/api/types"
+	"github.com/docker/docker/api/types/container"
 	"github.com/docker/docker/api/types/filters"
 	"github.com/docker/docker/client"
 	"github.com/go-kit/log"
@@ -76,12 +76,19 @@ type DockerSDConfig struct {
 	RefreshInterval model.Duration `yaml:"refresh_interval"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*DockerSDConfig) NewDiscovererMetrics(_ prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &dockerMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the Config.
 func (*DockerSDConfig) Name() string { return "docker" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *DockerSDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDockerDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDockerDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -115,8 +122,11 @@ type DockerDiscovery struct {
 }
 
 // NewDockerDiscovery returns a new DockerDiscovery which periodically refreshes its targets.
-func NewDockerDiscovery(conf *DockerSDConfig, logger log.Logger, reg prometheus.Registerer) (*DockerDiscovery, error) {
-	var err error
+func NewDockerDiscovery(conf *DockerSDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*DockerDiscovery, error) {
+	m, ok := metrics.(*dockerMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
 
 	d := &DockerDiscovery{
 		port:               conf.Port,
@@ -167,11 +177,11 @@ func NewDockerDiscovery(conf *DockerSDConfig, logger log.Logger, reg prometheus.
 
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "docker",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "docker",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
@@ -182,7 +192,7 @@ func (d *DockerDiscovery) refresh(ctx context.Context) ([]*targetgroup.Group, er
 		Source: "Docker",
 	}
 
-	containers, err := d.client.ContainerList(ctx, types.ContainerListOptions{Filters: d.filters})
+	containers, err := d.client.ContainerList(ctx, container.ListOptions{Filters: d.filters})
 	if err != nil {
 		return nil, fmt.Errorf("error while listing containers: %w", err)
 	}
diff --git a/discovery/moby/dockerswarm.go b/discovery/moby/dockerswarm.go
index bd87fea5a3f..b0147467d28 100644
--- a/discovery/moby/dockerswarm.go
+++ b/discovery/moby/dockerswarm.go
@@ -70,12 +70,19 @@ type Filter struct {
 	Values []string `yaml:"values"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*DockerSwarmSDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &dockerswarmMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the Config.
 func (*DockerSwarmSDConfig) Name() string { return "dockerswarm" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *DockerSwarmSDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -118,8 +125,11 @@ type Discovery struct {
 }
 
 // NewDiscovery returns a new Discovery which periodically refreshes its targets.
-func NewDiscovery(conf *DockerSwarmSDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
-	var err error
+func NewDiscovery(conf *DockerSwarmSDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*dockerswarmMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
 
 	d := &Discovery{
 		port: conf.Port,
@@ -170,11 +180,11 @@ func NewDiscovery(conf *DockerSwarmSDConfig, logger log.Logger, reg prometheus.R
 
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "dockerswarm",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "dockerswarm",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
diff --git a/discovery/moby/metrics_docker.go b/discovery/moby/metrics_docker.go
new file mode 100644
index 00000000000..457d520a0cb
--- /dev/null
+++ b/discovery/moby/metrics_docker.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package moby
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*dockerMetrics)(nil)
+
+type dockerMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *dockerMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *dockerMetrics) Unregister() {}
diff --git a/discovery/moby/metrics_dockerswarm.go b/discovery/moby/metrics_dockerswarm.go
new file mode 100644
index 00000000000..227ba6c2b09
--- /dev/null
+++ b/discovery/moby/metrics_dockerswarm.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package moby
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*dockerswarmMetrics)(nil)
+
+type dockerswarmMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *dockerswarmMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *dockerswarmMetrics) Unregister() {}
diff --git a/discovery/nomad/metrics.go b/discovery/nomad/metrics.go
new file mode 100644
index 00000000000..9707153d91c
--- /dev/null
+++ b/discovery/nomad/metrics.go
@@ -0,0 +1,57 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package nomad
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*nomadMetrics)(nil)
+
+type nomadMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+
+	failuresCount prometheus.Counter
+
+	metricRegisterer discovery.MetricRegisterer
+}
+
+func newDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	m := &nomadMetrics{
+		refreshMetrics: rmi,
+		failuresCount: prometheus.NewCounter(
+			prometheus.CounterOpts{
+				Name: "prometheus_sd_nomad_failures_total",
+				Help: "Number of nomad service discovery refresh failures.",
+			}),
+	}
+
+	m.metricRegisterer = discovery.NewMetricRegisterer(reg, []prometheus.Collector{
+		m.failuresCount,
+	})
+
+	return m
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *nomadMetrics) Register() error {
+	return m.metricRegisterer.RegisterMetrics()
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *nomadMetrics) Unregister() {
+	m.metricRegisterer.UnregisterMetrics()
+}
diff --git a/discovery/nomad/nomad.go b/discovery/nomad/nomad.go
index 3fdcf714eb6..d9c48120ae8 100644
--- a/discovery/nomad/nomad.go
+++ b/discovery/nomad/nomad.go
@@ -74,12 +74,17 @@ type SDConfig struct {
 	TagSeparator     string                  `yaml:"tag_separator,omitempty"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return newDiscovererMetrics(reg, rmi)
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "nomad" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -112,11 +117,16 @@ type Discovery struct {
 	region          string
 	server          string
 	tagSeparator    string
-	failuresCount   prometheus.Counter
+	metrics         *nomadMetrics
 }
 
 // NewDiscovery returns a new Discovery which periodically refreshes its targets.
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*nomadMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	d := &Discovery{
 		allowStale:      conf.AllowStale,
 		namespace:       conf.Namespace,
@@ -124,11 +134,7 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 		region:          conf.Region,
 		server:          conf.Server,
 		tagSeparator:    conf.TagSeparator,
-		failuresCount: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Name: "prometheus_sd_nomad_failures_total",
-				Help: "Number of nomad service discovery refresh failures.",
-			}),
+		metrics:         m,
 	}
 
 	HTTPClient, err := config.NewClientFromConfig(conf.HTTPClientConfig, "nomad_sd")
@@ -151,12 +157,11 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "nomad",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
-			Metrics:  []prometheus.Collector{d.failuresCount},
+			Logger:              logger,
+			Mech:                "nomad",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
@@ -168,7 +173,7 @@ func (d *Discovery) refresh(context.Context) ([]*targetgroup.Group, error) {
 	}
 	stubs, _, err := d.client.Services().List(opts)
 	if err != nil {
-		d.failuresCount.Inc()
+		d.metrics.failuresCount.Inc()
 		return nil, err
 	}
 
@@ -180,7 +185,7 @@ func (d *Discovery) refresh(context.Context) ([]*targetgroup.Group, error) {
 		for _, service := range stub.Services {
 			instances, _, err := d.client.Services().Get(service.ServiceName, opts)
 			if err != nil {
-				d.failuresCount.Inc()
+				d.metrics.failuresCount.Inc()
 				return nil, fmt.Errorf("failed to fetch services: %w", err)
 			}
 
diff --git a/discovery/openstack/metrics.go b/discovery/openstack/metrics.go
new file mode 100644
index 00000000000..a64c1a6732b
--- /dev/null
+++ b/discovery/openstack/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package openstack
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+type openstackMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+var _ discovery.DiscovererMetrics = (*openstackMetrics)(nil)
+
+// Register implements discovery.DiscovererMetrics.
+func (m *openstackMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *openstackMetrics) Unregister() {}
diff --git a/discovery/openstack/openstack.go b/discovery/openstack/openstack.go
index 9544a7c0f7f..c98f78788d4 100644
--- a/discovery/openstack/openstack.go
+++ b/discovery/openstack/openstack.go
@@ -66,12 +66,19 @@ type SDConfig struct {
 	Availability                string           `yaml:"availability,omitempty"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &openstackMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "openstack" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -135,18 +142,23 @@ type refresher interface {
 }
 
 // NewDiscovery returns a new OpenStack Discoverer which periodically refreshes its targets.
-func NewDiscovery(conf *SDConfig, l log.Logger, reg prometheus.Registerer) (*refresh.Discovery, error) {
+func NewDiscovery(conf *SDConfig, l log.Logger, metrics discovery.DiscovererMetrics) (*refresh.Discovery, error) {
+	m, ok := metrics.(*openstackMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	r, err := newRefresher(conf, l)
 	if err != nil {
 		return nil, err
 	}
 	return refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   l,
-			Mech:     "openstack",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: r.refresh,
-			Registry: reg,
+			Logger:              l,
+			Mech:                "openstack",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            r.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	), nil
 }
diff --git a/discovery/ovhcloud/metrics.go b/discovery/ovhcloud/metrics.go
new file mode 100644
index 00000000000..1c517094694
--- /dev/null
+++ b/discovery/ovhcloud/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ovhcloud
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*ovhcloudMetrics)(nil)
+
+type ovhcloudMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *ovhcloudMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *ovhcloudMetrics) Unregister() {}
diff --git a/discovery/ovhcloud/ovhcloud.go b/discovery/ovhcloud/ovhcloud.go
index eca284a85ab..988b4482f22 100644
--- a/discovery/ovhcloud/ovhcloud.go
+++ b/discovery/ovhcloud/ovhcloud.go
@@ -53,6 +53,13 @@ type SDConfig struct {
 	Service           string         `yaml:"service"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &ovhcloudMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name implements the Discoverer interface.
 func (c SDConfig) Name() string {
 	return "ovhcloud"
@@ -94,7 +101,7 @@ func createClient(config *SDConfig) (*ovh.Client, error) {
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(options discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, options.Logger, options.Registerer)
+	return NewDiscovery(c, options.Logger, options.Metrics)
 }
 
 func init() {
@@ -141,7 +148,12 @@ func newRefresher(conf *SDConfig, logger log.Logger) (refresher, error) {
 }
 
 // NewDiscovery returns a new OVHcloud Discoverer which periodically refreshes its targets.
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*refresh.Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*refresh.Discovery, error) {
+	m, ok := metrics.(*ovhcloudMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	r, err := newRefresher(conf, logger)
 	if err != nil {
 		return nil, err
@@ -149,11 +161,11 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 
 	return refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "ovhcloud",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: r.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "ovhcloud",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            r.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	), nil
 }
diff --git a/discovery/puppetdb/metrics.go b/discovery/puppetdb/metrics.go
new file mode 100644
index 00000000000..2f5faa57cef
--- /dev/null
+++ b/discovery/puppetdb/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package puppetdb
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*puppetdbMetrics)(nil)
+
+type puppetdbMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *puppetdbMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *puppetdbMetrics) Unregister() {}
diff --git a/discovery/puppetdb/puppetdb.go b/discovery/puppetdb/puppetdb.go
index 616f2c61e69..3f9ad1f113e 100644
--- a/discovery/puppetdb/puppetdb.go
+++ b/discovery/puppetdb/puppetdb.go
@@ -79,12 +79,19 @@ type SDConfig struct {
 	Port              int                     `yaml:"port"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &puppetdbMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "puppetdb" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -131,7 +138,12 @@ type Discovery struct {
 }
 
 // NewDiscovery returns a new PuppetDB discovery for the given config.
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*puppetdbMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	if logger == nil {
 		logger = log.NewNopLogger()
 	}
@@ -158,11 +170,11 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "http",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "puppetdb",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
diff --git a/discovery/refresh/refresh.go b/discovery/refresh/refresh.go
index 0b0e5a921d7..f037a90cff0 100644
--- a/discovery/refresh/refresh.go
+++ b/discovery/refresh/refresh.go
@@ -20,19 +20,17 @@ import (
 
 	"github.com/go-kit/log"
 	"github.com/go-kit/log/level"
-	"github.com/prometheus/client_golang/prometheus"
 
 	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
 type Options struct {
-	Logger   log.Logger
-	Mech     string
-	Interval time.Duration
-	RefreshF func(ctx context.Context) ([]*targetgroup.Group, error)
-	Registry prometheus.Registerer
-	Metrics  []prometheus.Collector
+	Logger              log.Logger
+	Mech                string
+	Interval            time.Duration
+	RefreshF            func(ctx context.Context) ([]*targetgroup.Group, error)
+	MetricsInstantiator discovery.RefreshMetricsInstantiator
 }
 
 // Discovery implements the Discoverer interface.
@@ -40,15 +38,13 @@ type Discovery struct {
 	logger   log.Logger
 	interval time.Duration
 	refreshf func(ctx context.Context) ([]*targetgroup.Group, error)
-
-	failures prometheus.Counter
-	duration prometheus.Summary
-
-	metricRegisterer discovery.MetricRegisterer
+	metrics  *discovery.RefreshMetrics
 }
 
 // NewDiscovery returns a Discoverer function that calls a refresh() function at every interval.
 func NewDiscovery(opts Options) *Discovery {
+	m := opts.MetricsInstantiator.Instantiate(opts.Mech)
+
 	var logger log.Logger
 	if opts.Logger == nil {
 		logger = log.NewNopLogger()
@@ -60,44 +56,14 @@ func NewDiscovery(opts Options) *Discovery {
 		logger:   logger,
 		interval: opts.Interval,
 		refreshf: opts.RefreshF,
-		failures: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Name: "prometheus_sd_refresh_failures_total",
-				Help: "Number of refresh failures for the given SD mechanism.",
-				ConstLabels: prometheus.Labels{
-					"mechanism": opts.Mech,
-				},
-			}),
-		duration: prometheus.NewSummary(
-			prometheus.SummaryOpts{
-				Name:       "prometheus_sd_refresh_duration_seconds",
-				Help:       "The duration of a refresh in seconds for the given SD mechanism.",
-				Objectives: map[float64]float64{0.5: 0.05, 0.9: 0.01, 0.99: 0.001},
-				ConstLabels: prometheus.Labels{
-					"mechanism": opts.Mech,
-				},
-			}),
-	}
-
-	metrics := []prometheus.Collector{d.failures, d.duration}
-	if opts.Metrics != nil {
-		metrics = append(metrics, opts.Metrics...)
+		metrics:  m,
 	}
 
-	d.metricRegisterer = discovery.NewMetricRegisterer(opts.Registry, metrics)
-
 	return &d
 }
 
 // Run implements the Discoverer interface.
 func (d *Discovery) Run(ctx context.Context, ch chan<- []*targetgroup.Group) {
-	err := d.metricRegisterer.RegisterMetrics()
-	if err != nil {
-		level.Error(d.logger).Log("msg", "Unable to register metrics", "err", err.Error())
-		return
-	}
-	defer d.metricRegisterer.UnregisterMetrics()
-
 	// Get an initial set right away.
 	tgs, err := d.refresh(ctx)
 	if err != nil {
@@ -140,12 +106,12 @@ func (d *Discovery) Run(ctx context.Context, ch chan<- []*targetgroup.Group) {
 func (d *Discovery) refresh(ctx context.Context) ([]*targetgroup.Group, error) {
 	now := time.Now()
 	defer func() {
-		d.duration.Observe(time.Since(now).Seconds())
+		d.metrics.Duration.Observe(time.Since(now).Seconds())
 	}()
 
 	tgs, err := d.refreshf(ctx)
 	if err != nil {
-		d.failures.Inc()
+		d.metrics.Failures.Inc()
 	}
 	return tgs, err
 }
diff --git a/discovery/registry.go b/discovery/registry.go
index 13168a07a7a..1f491d4ca9f 100644
--- a/discovery/registry.go
+++ b/discovery/registry.go
@@ -24,6 +24,8 @@ import (
 
 	"gopkg.in/yaml.v2"
 
+	"github.com/prometheus/client_golang/prometheus"
+
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
@@ -258,3 +260,24 @@ func replaceYAMLTypeError(err error, oldTyp, newTyp reflect.Type) error {
 	}
 	return err
 }
+
+// RegisterSDMetrics registers the metrics used by service discovery mechanisms.
+// RegisterSDMetrics should be called only once during the lifetime of the Prometheus process.
+// There is no need for the Prometheus process to unregister the metrics.
+func RegisterSDMetrics(registerer prometheus.Registerer, rmm RefreshMetricsManager) (map[string]DiscovererMetrics, error) {
+	err := rmm.Register()
+	if err != nil {
+		return nil, fmt.Errorf("failed to create service discovery refresh metrics")
+	}
+
+	metrics := make(map[string]DiscovererMetrics)
+	for _, conf := range configNames {
+		currentSdMetrics := conf.NewDiscovererMetrics(registerer, rmm)
+		err = currentSdMetrics.Register()
+		if err != nil {
+			return nil, fmt.Errorf("failed to create service discovery metrics")
+		}
+		metrics[conf.Name()] = currentSdMetrics
+	}
+	return metrics, nil
+}
diff --git a/discovery/scaleway/metrics.go b/discovery/scaleway/metrics.go
new file mode 100644
index 00000000000..a8277d0fb38
--- /dev/null
+++ b/discovery/scaleway/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package scaleway
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*scalewayMetrics)(nil)
+
+type scalewayMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *scalewayMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *scalewayMetrics) Unregister() {}
diff --git a/discovery/scaleway/scaleway.go b/discovery/scaleway/scaleway.go
index 86527b34e64..f8e1a83f5ee 100644
--- a/discovery/scaleway/scaleway.go
+++ b/discovery/scaleway/scaleway.go
@@ -104,6 +104,13 @@ type SDConfig struct {
 	Role role `yaml:"role"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &scalewayMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 func (c SDConfig) Name() string {
 	return "scaleway"
 }
@@ -161,7 +168,7 @@ func (c *SDConfig) UnmarshalYAML(unmarshal func(interface{}) error) error {
 }
 
 func (c SDConfig) NewDiscoverer(options discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(&c, options.Logger, options.Registerer)
+	return NewDiscovery(&c, options.Logger, options.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -178,7 +185,12 @@ func init() {
 // the Discoverer interface.
 type Discovery struct{}
 
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*refresh.Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*refresh.Discovery, error) {
+	m, ok := metrics.(*scalewayMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	r, err := newRefresher(conf)
 	if err != nil {
 		return nil, err
@@ -186,11 +198,11 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 
 	return refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "scaleway",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: r.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "scaleway",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            r.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	), nil
 }
diff --git a/discovery/triton/metrics.go b/discovery/triton/metrics.go
new file mode 100644
index 00000000000..3e34a840af1
--- /dev/null
+++ b/discovery/triton/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package triton
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*tritonMetrics)(nil)
+
+type tritonMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *tritonMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *tritonMetrics) Unregister() {}
diff --git a/discovery/triton/triton.go b/discovery/triton/triton.go
index 4839827ada9..e56b7951b62 100644
--- a/discovery/triton/triton.go
+++ b/discovery/triton/triton.go
@@ -70,12 +70,19 @@ type SDConfig struct {
 	Version         int              `yaml:"version"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &tritonMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "triton" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return New(opts.Logger, c, opts.Registerer)
+	return New(opts.Logger, c, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -139,7 +146,12 @@ type Discovery struct {
 }
 
 // New returns a new Discovery which periodically refreshes its targets.
-func New(logger log.Logger, conf *SDConfig, reg prometheus.Registerer) (*Discovery, error) {
+func New(logger log.Logger, conf *SDConfig, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*tritonMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	tls, err := config.NewTLSConfig(&conf.TLSConfig)
 	if err != nil {
 		return nil, err
@@ -161,11 +173,11 @@ func New(logger log.Logger, conf *SDConfig, reg prometheus.Registerer) (*Discove
 	}
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "triton",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "triton",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
diff --git a/discovery/uyuni/metrics.go b/discovery/uyuni/metrics.go
new file mode 100644
index 00000000000..6793b592069
--- /dev/null
+++ b/discovery/uyuni/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package uyuni
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*uyuniMetrics)(nil)
+
+type uyuniMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *uyuniMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *uyuniMetrics) Unregister() {}
diff --git a/discovery/uyuni/uyuni.go b/discovery/uyuni/uyuni.go
index 744f3f96cfd..e885ef2e80b 100644
--- a/discovery/uyuni/uyuni.go
+++ b/discovery/uyuni/uyuni.go
@@ -111,12 +111,19 @@ type Discovery struct {
 	logger          log.Logger
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &uyuniMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "uyuni" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -204,7 +211,12 @@ func getEndpointInfoForSystems(
 }
 
 // NewDiscovery returns a uyuni discovery for the given configuration.
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*uyuniMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	apiURL, err := url.Parse(conf.Server)
 	if err != nil {
 		return nil, err
@@ -229,11 +241,11 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "uyuni",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "uyuni",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
diff --git a/discovery/vultr/metrics.go b/discovery/vultr/metrics.go
new file mode 100644
index 00000000000..193436aad2e
--- /dev/null
+++ b/discovery/vultr/metrics.go
@@ -0,0 +1,32 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package vultr
+
+import (
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*vultrMetrics)(nil)
+
+type vultrMetrics struct {
+	refreshMetrics discovery.RefreshMetricsInstantiator
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *vultrMetrics) Register() error {
+	return nil
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *vultrMetrics) Unregister() {}
diff --git a/discovery/vultr/vultr.go b/discovery/vultr/vultr.go
index 129800048ae..aaa9c64e47a 100644
--- a/discovery/vultr/vultr.go
+++ b/discovery/vultr/vultr.go
@@ -74,12 +74,19 @@ type SDConfig struct {
 	Port            int            `yaml:"port"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*SDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &vultrMetrics{
+		refreshMetrics: rmi,
+	}
+}
+
 // Name returns the name of the Config.
 func (*SDConfig) Name() string { return "vultr" }
 
 // NewDiscoverer returns a Discoverer for the Config.
 func (c *SDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discovery.Discoverer, error) {
-	return NewDiscovery(c, opts.Logger, opts.Registerer)
+	return NewDiscovery(c, opts.Logger, opts.Metrics)
 }
 
 // SetDirectory joins any relative file paths with dir.
@@ -107,7 +114,12 @@ type Discovery struct {
 }
 
 // NewDiscovery returns a new Discovery which periodically refreshes its targets.
-func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer) (*Discovery, error) {
+func NewDiscovery(conf *SDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (*Discovery, error) {
+	m, ok := metrics.(*vultrMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	d := &Discovery{
 		port: conf.Port,
 	}
@@ -130,11 +142,11 @@ func NewDiscovery(conf *SDConfig, logger log.Logger, reg prometheus.Registerer)
 
 	d.Discovery = refresh.NewDiscovery(
 		refresh.Options{
-			Logger:   logger,
-			Mech:     "vultr",
-			Interval: time.Duration(conf.RefreshInterval),
-			RefreshF: d.refresh,
-			Registry: reg,
+			Logger:              logger,
+			Mech:                "vultr",
+			Interval:            time.Duration(conf.RefreshInterval),
+			RefreshF:            d.refresh,
+			MetricsInstantiator: m.refreshMetrics,
 		},
 	)
 	return d, nil
diff --git a/discovery/xds/kuma.go b/discovery/xds/kuma.go
index c74bc552c7a..d1d540aaf4d 100644
--- a/discovery/xds/kuma.go
+++ b/discovery/xds/kuma.go
@@ -58,6 +58,11 @@ const (
 
 type KumaSDConfig = SDConfig
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*KumaSDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return newDiscovererMetrics(reg, rmi)
+}
+
 // UnmarshalYAML implements the yaml.Unmarshaler interface.
 func (c *KumaSDConfig) UnmarshalYAML(unmarshal func(interface{}) error) error {
 	*c = DefaultKumaSDConfig
@@ -97,7 +102,7 @@ func (c *KumaSDConfig) NewDiscoverer(opts discovery.DiscovererOptions) (discover
 		logger = log.NewNopLogger()
 	}
 
-	return NewKumaHTTPDiscovery(c, logger, opts.Registerer)
+	return NewKumaHTTPDiscovery(c, logger, opts.Metrics)
 }
 
 func convertKumaV1MonitoringAssignment(assignment *MonitoringAssignment) []model.LabelSet {
@@ -153,7 +158,12 @@ func kumaMadsV1ResourceParser(resources []*anypb.Any, typeURL string) ([]model.L
 	return targets, nil
 }
 
-func NewKumaHTTPDiscovery(conf *KumaSDConfig, logger log.Logger, reg prometheus.Registerer) (discovery.Discoverer, error) {
+func NewKumaHTTPDiscovery(conf *KumaSDConfig, logger log.Logger, metrics discovery.DiscovererMetrics) (discovery.Discoverer, error) {
+	m, ok := metrics.(*xdsMetrics)
+	if !ok {
+		return nil, fmt.Errorf("invalid discovery metrics type")
+	}
+
 	// Default to "prometheus" if hostname is unavailable.
 	clientID := conf.ClientID
 	if clientID == "" {
@@ -189,36 +199,8 @@ func NewKumaHTTPDiscovery(conf *KumaSDConfig, logger log.Logger, reg prometheus.
 		refreshInterval: time.Duration(conf.RefreshInterval),
 		source:          "kuma",
 		parseResources:  kumaMadsV1ResourceParser,
-		fetchFailuresCount: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Namespace: namespace,
-				Name:      "sd_kuma_fetch_failures_total",
-				Help:      "The number of Kuma MADS fetch call failures.",
-			}),
-		fetchSkipUpdateCount: prometheus.NewCounter(
-			prometheus.CounterOpts{
-				Namespace: namespace,
-				Name:      "sd_kuma_fetch_skipped_updates_total",
-				Help:      "The number of Kuma MADS fetch calls that result in no updates to the targets.",
-			}),
-		fetchDuration: prometheus.NewSummary(
-			prometheus.SummaryOpts{
-				Namespace:  namespace,
-				Name:       "sd_kuma_fetch_duration_seconds",
-				Help:       "The duration of a Kuma MADS fetch call.",
-				Objectives: map[float64]float64{0.5: 0.05, 0.9: 0.01, 0.99: 0.001},
-			},
-		),
+		metrics:         m,
 	}
 
-	d.metricRegisterer = discovery.NewMetricRegisterer(
-		reg,
-		[]prometheus.Collector{
-			d.fetchFailuresCount,
-			d.fetchSkipUpdateCount,
-			d.fetchDuration,
-		},
-	)
-
 	return d, nil
 }
diff --git a/discovery/xds/metrics.go b/discovery/xds/metrics.go
new file mode 100644
index 00000000000..597d516566a
--- /dev/null
+++ b/discovery/xds/metrics.go
@@ -0,0 +1,73 @@
+// Copyright 2015 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package xds
+
+import (
+	"github.com/prometheus/client_golang/prometheus"
+
+	"github.com/prometheus/prometheus/discovery"
+)
+
+var _ discovery.DiscovererMetrics = (*xdsMetrics)(nil)
+
+type xdsMetrics struct {
+	fetchDuration        prometheus.Summary
+	fetchSkipUpdateCount prometheus.Counter
+	fetchFailuresCount   prometheus.Counter
+
+	metricRegisterer discovery.MetricRegisterer
+}
+
+func newDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	m := &xdsMetrics{
+		fetchFailuresCount: prometheus.NewCounter(
+			prometheus.CounterOpts{
+				Namespace: namespace,
+				Name:      "sd_kuma_fetch_failures_total",
+				Help:      "The number of Kuma MADS fetch call failures.",
+			}),
+		fetchSkipUpdateCount: prometheus.NewCounter(
+			prometheus.CounterOpts{
+				Namespace: namespace,
+				Name:      "sd_kuma_fetch_skipped_updates_total",
+				Help:      "The number of Kuma MADS fetch calls that result in no updates to the targets.",
+			}),
+		fetchDuration: prometheus.NewSummary(
+			prometheus.SummaryOpts{
+				Namespace:  namespace,
+				Name:       "sd_kuma_fetch_duration_seconds",
+				Help:       "The duration of a Kuma MADS fetch call.",
+				Objectives: map[float64]float64{0.5: 0.05, 0.9: 0.01, 0.99: 0.001},
+			},
+		),
+	}
+
+	m.metricRegisterer = discovery.NewMetricRegisterer(reg, []prometheus.Collector{
+		m.fetchFailuresCount,
+		m.fetchSkipUpdateCount,
+		m.fetchDuration,
+	})
+
+	return m
+}
+
+// Register implements discovery.DiscovererMetrics.
+func (m *xdsMetrics) Register() error {
+	return m.metricRegisterer.RegisterMetrics()
+}
+
+// Unregister implements discovery.DiscovererMetrics.
+func (m *xdsMetrics) Unregister() {
+	m.metricRegisterer.UnregisterMetrics()
+}
diff --git a/discovery/xds/xds.go b/discovery/xds/xds.go
index 8b6cb7e65ed..8191d6be1ae 100644
--- a/discovery/xds/xds.go
+++ b/discovery/xds/xds.go
@@ -20,7 +20,6 @@ import (
 	v3 "github.com/envoyproxy/go-control-plane/envoy/service/discovery/v3"
 	"github.com/go-kit/log"
 	"github.com/go-kit/log/level"
-	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/common/config"
 	"github.com/prometheus/common/model"
 	"google.golang.org/protobuf/encoding/protojson"
@@ -107,20 +106,10 @@ type fetchDiscovery struct {
 	parseResources resourceParser
 	logger         log.Logger
 
-	fetchDuration        prometheus.Summary
-	fetchSkipUpdateCount prometheus.Counter
-	fetchFailuresCount   prometheus.Counter
-
-	metricRegisterer discovery.MetricRegisterer
+	metrics *xdsMetrics
 }
 
 func (d *fetchDiscovery) Run(ctx context.Context, ch chan<- []*targetgroup.Group) {
-	err := d.metricRegisterer.RegisterMetrics()
-	if err != nil {
-		level.Error(d.logger).Log("msg", "Unable to register metrics", "err", err.Error())
-		return
-	}
-	defer d.metricRegisterer.UnregisterMetrics()
 	defer d.client.Close()
 
 	ticker := time.NewTicker(d.refreshInterval)
@@ -141,7 +130,7 @@ func (d *fetchDiscovery) poll(ctx context.Context, ch chan<- []*targetgroup.Grou
 	t0 := time.Now()
 	response, err := d.client.Fetch(ctx)
 	elapsed := time.Since(t0)
-	d.fetchDuration.Observe(elapsed.Seconds())
+	d.metrics.fetchDuration.Observe(elapsed.Seconds())
 
 	// Check the context before in order to exit early.
 	select {
@@ -152,20 +141,20 @@ func (d *fetchDiscovery) poll(ctx context.Context, ch chan<- []*targetgroup.Grou
 
 	if err != nil {
 		level.Error(d.logger).Log("msg", "error parsing resources", "err", err)
-		d.fetchFailuresCount.Inc()
+		d.metrics.fetchFailuresCount.Inc()
 		return
 	}
 
 	if response == nil {
 		// No update needed.
-		d.fetchSkipUpdateCount.Inc()
+		d.metrics.fetchSkipUpdateCount.Inc()
 		return
 	}
 
 	parsedTargets, err := d.parseResources(response.Resources, response.TypeUrl)
 	if err != nil {
 		level.Error(d.logger).Log("msg", "error parsing resources", "err", err)
-		d.fetchFailuresCount.Inc()
+		d.metrics.fetchFailuresCount.Inc()
 		return
 	}
 
diff --git a/discovery/zookeeper/zookeeper.go b/discovery/zookeeper/zookeeper.go
index 308d63a5fcf..7d876152719 100644
--- a/discovery/zookeeper/zookeeper.go
+++ b/discovery/zookeeper/zookeeper.go
@@ -25,6 +25,7 @@ import (
 
 	"github.com/go-kit/log"
 	"github.com/go-zookeeper/zk"
+	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/common/model"
 
 	"github.com/prometheus/prometheus/discovery"
@@ -56,6 +57,11 @@ type ServersetSDConfig struct {
 	Timeout model.Duration `yaml:"timeout,omitempty"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*ServersetSDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &discovery.NoopDiscovererMetrics{}
+}
+
 // Name returns the name of the Config.
 func (*ServersetSDConfig) Name() string { return "serverset" }
 
@@ -93,6 +99,11 @@ type NerveSDConfig struct {
 	Timeout model.Duration `yaml:"timeout,omitempty"`
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*NerveSDConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &discovery.NoopDiscovererMetrics{}
+}
+
 // Name returns the name of the Config.
 func (*NerveSDConfig) Name() string { return "nerve" }
 
diff --git a/docs/command-line/prometheus.md b/docs/command-line/prometheus.md
index 4008b29c514..9dfca269dd7 100644
--- a/docs/command-line/prometheus.md
+++ b/docs/command-line/prometheus.md
@@ -16,6 +16,7 @@ The Prometheus monitoring server
 | <code class="text-nowrap">--version</code> | Show application version. |  |
 | <code class="text-nowrap">--config.file</code> | Prometheus configuration file path. | `prometheus.yml` |
 | <code class="text-nowrap">--web.listen-address</code> | Address to listen on for UI, API, and telemetry. | `0.0.0.0:9090` |
+| <code class="text-nowrap">--auto-gomemlimit.ratio</code> | The ratio of reserved GOMEMLIMIT memory to the detected maximum container or system memory | `0.9` |
 | <code class="text-nowrap">--web.config.file</code> | [EXPERIMENTAL] Path to configuration file that can enable TLS or authentication. |  |
 | <code class="text-nowrap">--web.read-timeout</code> | Maximum duration before timing out read of the request, and closing idle connections. | `5m` |
 | <code class="text-nowrap">--web.max-connections</code> | Maximum number of simultaneous connections. | `512` |
@@ -47,12 +48,13 @@ The Prometheus monitoring server
 | <code class="text-nowrap">--rules.alert.for-outage-tolerance</code> | Max time to tolerate prometheus outage for restoring "for" state of alert. Use with server mode only. | `1h` |
 | <code class="text-nowrap">--rules.alert.for-grace-period</code> | Minimum duration between alert and restored "for" state. This is maintained only for alerts with configured "for" time greater than grace period. Use with server mode only. | `10m` |
 | <code class="text-nowrap">--rules.alert.resend-delay</code> | Minimum amount of time to wait before resending an alert to Alertmanager. Use with server mode only. | `1m` |
+| <code class="text-nowrap">--rules.max-concurrent-evals</code> | Global concurrency limit for independent rules that can run concurrently. Use with server mode only. | `4` |
 | <code class="text-nowrap">--alertmanager.notification-queue-capacity</code> | The capacity of the queue for pending Alertmanager notifications. Use with server mode only. | `10000` |
 | <code class="text-nowrap">--query.lookback-delta</code> | The maximum lookback duration for retrieving metrics during expression evaluations and federation. Use with server mode only. | `5m` |
 | <code class="text-nowrap">--query.timeout</code> | Maximum time a query may take before being aborted. Use with server mode only. | `2m` |
 | <code class="text-nowrap">--query.max-concurrency</code> | Maximum number of queries executed concurrently. Use with server mode only. | `20` |
 | <code class="text-nowrap">--query.max-samples</code> | Maximum number of samples a single query can load into memory. Note that queries will fail if they try to load more samples than this into memory, so this also limits the number of samples a query can return. Use with server mode only. | `50000000` |
-| <code class="text-nowrap">--enable-feature</code> | Comma separated feature names to enable. Valid options: agent, exemplar-storage, expand-external-labels, memory-snapshot-on-shutdown, promql-at-modifier, promql-negative-offset, promql-per-step-stats, promql-experimental-functions, remote-write-receiver (DEPRECATED), extra-scrape-metrics, new-service-discovery-manager, auto-gomaxprocs, no-default-scrape-port, native-histograms, otlp-write-receiver, metadata-wal-records. See https://prometheus.io/docs/prometheus/latest/feature_flags/ for more details. |  |
+| <code class="text-nowrap">--enable-feature</code> | Comma separated feature names to enable. Valid options: agent, auto-gomemlimit, exemplar-storage, expand-external-labels, memory-snapshot-on-shutdown, promql-at-modifier, promql-negative-offset, promql-per-step-stats, promql-experimental-functions, remote-write-receiver (DEPRECATED), extra-scrape-metrics, new-service-discovery-manager, auto-gomaxprocs, no-default-scrape-port, native-histograms, otlp-write-receiver, metadata-wal-records. See https://prometheus.io/docs/prometheus/latest/feature_flags/ for more details. |  |
 | <code class="text-nowrap">--remote-write-format</code> | remote write proto format to use, valid options: 0 (1.0), 1 (reduced format), 3 (min64 format) | `0` |
 | <code class="text-nowrap">--log.level</code> | Only log messages with the given severity or above. One of: [debug, info, warn, error] | `info` |
 | <code class="text-nowrap">--log.format</code> | Output format of log messages. One of: [logfmt, json] | `logfmt` |
diff --git a/docs/command-line/promtool.md b/docs/command-line/promtool.md
index 9b0fc7cc607..863bc068c34 100644
--- a/docs/command-line/promtool.md
+++ b/docs/command-line/promtool.md
@@ -324,6 +324,25 @@ Run labels query.
 
 
 
+##### `promtool query analyze`
+
+Run queries against your Prometheus to analyze the usage pattern of certain metrics.
+
+
+
+###### Flags
+
+| Flag | Description | Default |
+| --- | --- | --- |
+| <code class="text-nowrap">--server</code> | Prometheus server to query. |  |
+| <code class="text-nowrap">--type</code> | Type of metric: histogram. |  |
+| <code class="text-nowrap">--duration</code> | Time frame to analyze. | `1h` |
+| <code class="text-nowrap">--time</code> | Query time (RFC3339 or Unix timestamp), defaults to now. |  |
+| <code class="text-nowrap">--match</code> | Series selector. Can be specified multiple times. |  |
+
+
+
+
 ### `promtool debug`
 
 Fetch debug information.
@@ -431,9 +450,10 @@ Unit tests for rules.
 
 ###### Flags
 
-| Flag | Description |
-| --- | --- |
-| <code class="text-nowrap">--run</code> | If set, will only run test groups whose names match the regular expression. Can be specified multiple times. |
+| Flag | Description | Default |
+| --- | --- | --- |
+| <code class="text-nowrap">--run</code> | If set, will only run test groups whose names match the regular expression. Can be specified multiple times. |  |
+| <code class="text-nowrap">--diff</code> | [Experimental] Print colored differential output between expected & received output. | `false` |
 
 
 
@@ -548,7 +568,7 @@ Dump samples from a TSDB.
 | --- | --- | --- |
 | <code class="text-nowrap">--min-time</code> | Minimum timestamp to dump. | `-9223372036854775808` |
 | <code class="text-nowrap">--max-time</code> | Maximum timestamp to dump. | `9223372036854775807` |
-| <code class="text-nowrap">--match</code> | Series selector. | `{__name__=~'(?s:.*)'}` |
+| <code class="text-nowrap">--match</code> | Series selector. Can be specified multiple times. | `{__name__=~'(?s:.*)'}` |
 
 
 
diff --git a/docs/configuration/configuration.md b/docs/configuration/configuration.md
index 5e2f31c1c66..e62d61b0991 100644
--- a/docs/configuration/configuration.md
+++ b/docs/configuration/configuration.md
@@ -451,6 +451,46 @@ metric_relabel_configs:
 # native histogram. If this is exceeded, the entire scrape will be treated as
 # failed. 0 means no limit.
 [ native_histogram_bucket_limit: <int> | default = 0 ]
+
+# Lower limit for the growth factor of one bucket to the next in each native
+# histogram. The resolution of a histogram with a lower growth factor will be
+# reduced until it is within the limit.
+# To set an upper limit for the schema (equivalent to "scale" in OTel's
+# exponential histograms), use the following factor limits:
+# 
+# +----------------------------+----------------------------+
+# |        growth factor       | resulting schema AKA scale |
+# +----------------------------+----------------------------+
+# |          65536             |             -4             |
+# +----------------------------+----------------------------+
+# |            256             |             -3             |
+# +----------------------------+----------------------------+
+# |             16             |             -2             |
+# +----------------------------+----------------------------+
+# |              4             |             -1             |
+# +----------------------------+----------------------------+
+# |              2             |              0             |
+# +----------------------------+----------------------------+
+# |              1.4           |              1             |
+# +----------------------------+----------------------------+
+# |              1.1           |              2             |
+# +----------------------------+----------------------------+
+# |              1.09          |              3             |
+# +----------------------------+----------------------------+
+# |              1.04          |              4             |
+# +----------------------------+----------------------------+
+# |              1.02          |              5             |
+# +----------------------------+----------------------------+
+# |              1.01          |              6             |
+# +----------------------------+----------------------------+
+# |              1.005         |              7             |
+# +----------------------------+----------------------------+
+# |              1.002         |              8             |
+# +----------------------------+----------------------------+
+# 
+# 0 results in the smallest supported factor (which is currently ~1.0027 or
+# schema 8, but might change in the future).
+[ native_histogram_min_bucket_factor: <float> | default = 0 ]
 ```
 
 Where `<job_name>` must be unique across all scrape configurations.
@@ -3619,6 +3659,10 @@ queue_config:
   # Retry upon receiving a 429 status code from the remote-write storage.
   # This is experimental and might change in the future.
   [ retry_on_http_429: <boolean> | default = false ]
+  # If set, any sample that is older than sample_age_limit
+  # will not be sent to the remote storage. The default value is 0s,
+  # which means that all samples are sent.
+  [ sample_age_limit: <duration> | default = 0s ]
 
 # Configures the sending of series metadata to remote storage.
 # Metadata configuration is subject to change at any point
diff --git a/docs/feature_flags.md b/docs/feature_flags.md
index 0b7afe7c5d9..88279e3b04d 100644
--- a/docs/feature_flags.md
+++ b/docs/feature_flags.md
@@ -95,6 +95,14 @@ computed at all.
 
 When enabled, GOMAXPROCS variable is automatically set to match Linux container CPU quota.
 
+## Auto GOMEMLIMIT
+
+`--enable-feature=auto-gomemlimit`
+
+When enabled, the GOMEMLIMIT variable is automatically set to match the Linux container memory limit. If there is no container limit, or the process is runing outside of containers, the system memory total is used.
+
+There is also an additional tuning flag, `--auto-gomemlimit.ratio`, which allows controling how much of the memory is used for Prometheus. The remainder is reserved for memory outside the process. For example, kernel page cache. Page cache is important for Prometheus TSDB query performance. The default is `0.9`, which means 90% of the memory limit will be used for Prometheus.
+
 ## No default scrape port
 
 `--enable-feature=no-default-scrape-port`
@@ -205,6 +213,18 @@ Currently Prometheus supports created timestamps only on the traditional Prometh
 
 Besides enabling this feature in Prometheus, created timestamps need to be exposed by the application being scraped.
 
+## Concurrent evaluation of independent rules
+
+`--enable-feature=concurrent-rule-eval`
+
+By default, rule groups execute concurrently, but the rules within a group execute sequentially; this is because rules can use the
+output of a preceding rule as its input. However, if there is no detectable relationship between rules then there is no
+reason to run them sequentially.
+When the `concurrent-rule-eval` feature flag is enabled, rules without any dependency on other rules within a rule group will be evaluated concurrently.
+This has the potential to improve rule group evaluation latency and resource utilization at the expense of adding more concurrent query load.
+
+The number of concurrent rule evaluations can be configured with `--rules.max-concurrent-rule-evals`, which is set to `4` by default.
+
 ## Metadata WAL Records
 `--enable-features=metadata-wal-records`
 
diff --git a/docs/querying/basics.md b/docs/querying/basics.md
index fa0d44a69be..dac5037857b 100644
--- a/docs/querying/basics.md
+++ b/docs/querying/basics.md
@@ -212,8 +212,8 @@ While the following would be *incorrect*:
 
     sum(http_requests_total{method="GET"}) offset 5m // INVALID.
 
-The same works for range vectors. This returns the 5-minute rate that
-`http_requests_total` had a week ago:
+The same works for range vectors. This returns the 5-minute [rate](./functions.md#rate)
+that `http_requests_total` had a week ago:
 
     rate(http_requests_total[5m] offset 1w)
 
diff --git a/docs/querying/examples.md b/docs/querying/examples.md
index a4fd373bf50..957c2f5f989 100644
--- a/docs/querying/examples.md
+++ b/docs/querying/examples.md
@@ -39,7 +39,7 @@ To select all HTTP status codes except 4xx ones, you could run:
 
 ## Subquery
 
-Return the 5-minute rate of the `http_requests_total` metric for the past 30 minutes, with a resolution of 1 minute.
+Return the 5-minute [rate](./functions.md#rate) of the `http_requests_total` metric for the past 30 minutes, with a resolution of 1 minute.
 
     rate(http_requests_total[5m])[30m:1m]
 
diff --git a/docs/querying/functions.md b/docs/querying/functions.md
index dda88fccd15..375104a0da2 100644
--- a/docs/querying/functions.md
+++ b/docs/querying/functions.md
@@ -594,6 +594,8 @@ Same as `sort`, but sorts in descending order.
 
 Please note that the sort by label functions only affect the results of instant queries, as range query results always have a fixed output ordering.
 
+This function uses [natural sort order](https://en.wikipedia.org/wiki/Natural_sort_order).
+
 ## `sort_by_label_desc()`
 
 **This function has to be enabled via the [feature flag](../feature_flags/) `--enable-feature=promql-experimental-functions`.**
@@ -602,6 +604,8 @@ Same as `sort_by_label`, but sorts in descending order.
 
 Please note that the sort by label functions only affect the results of instant queries, as range query results always have a fixed output ordering.
 
+This function uses [natural sort order](https://en.wikipedia.org/wiki/Natural_sort_order).
+
 ## `sqrt()`
 
 `sqrt(v instant-vector)` calculates the square root of all elements in `v`.
@@ -640,10 +644,15 @@ over time and return an instant vector with per-series aggregation results:
 * `quantile_over_time(scalar, range-vector)`: the φ-quantile (0 ≤ φ ≤ 1) of the values in the specified interval.
 * `stddev_over_time(range-vector)`: the population standard deviation of the values in the specified interval.
 * `stdvar_over_time(range-vector)`: the population standard variance of the values in the specified interval.
-* `mad_over_time(range-vector)`: the median absolute deviation of all points in the specified interval.
 * `last_over_time(range-vector)`: the most recent point value in the specified interval.
 * `present_over_time(range-vector)`: the value 1 for any series in the specified interval.
 
+If the [feature flag](../feature_flags/)
+`--enable-feature=promql-experimental-functions` is set, the following
+additional functions are available:
+
+* `mad_over_time(range-vector)`: the median absolute deviation of all points in the specified interval.
+
 Note that all values in the specified interval have the same weight in the
 aggregation even if the values are not equally spaced throughout the interval.
 
diff --git a/documentation/examples/custom-sd/adapter-usage/main.go b/documentation/examples/custom-sd/adapter-usage/main.go
index f4bba739441..bfbca7b70cf 100644
--- a/documentation/examples/custom-sd/adapter-usage/main.go
+++ b/documentation/examples/custom-sd/adapter-usage/main.go
@@ -28,8 +28,10 @@ import (
 	"github.com/alecthomas/kingpin/v2"
 	"github.com/go-kit/log"
 	"github.com/go-kit/log/level"
+	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/common/model"
 
+	prom_discovery "github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 	"github.com/prometheus/prometheus/documentation/examples/custom-sd/adapter"
 	"github.com/prometheus/prometheus/util/strutil"
@@ -273,7 +275,16 @@ func main() {
 		level.Error(logger).Log("msg", "failed to create discovery metrics", "err", err)
 		os.Exit(1)
 	}
-	sdAdapter := adapter.NewAdapter(ctx, *outputFile, "exampleSD", disc, logger)
+
+	reg := prometheus.NewRegistry()
+	refreshMetrics := prom_discovery.NewRefreshMetrics(reg)
+	metrics, err := prom_discovery.RegisterSDMetrics(reg, refreshMetrics)
+	if err != nil {
+		level.Error(logger).Log("msg", "failed to register service discovery metrics", "err", err)
+		os.Exit(1)
+	}
+
+	sdAdapter := adapter.NewAdapter(ctx, *outputFile, "exampleSD", disc, logger, metrics, reg)
 	sdAdapter.Run()
 
 	<-ctx.Done()
diff --git a/documentation/examples/custom-sd/adapter/adapter.go b/documentation/examples/custom-sd/adapter/adapter.go
index 7fbf94aa9c9..dcf5a2b78c6 100644
--- a/documentation/examples/custom-sd/adapter/adapter.go
+++ b/documentation/examples/custom-sd/adapter/adapter.go
@@ -163,12 +163,12 @@ func (a *Adapter) Run() {
 }
 
 // NewAdapter creates a new instance of Adapter.
-func NewAdapter(ctx context.Context, file, name string, d discovery.Discoverer, logger log.Logger) *Adapter {
+func NewAdapter(ctx context.Context, file, name string, d discovery.Discoverer, logger log.Logger, sdMetrics map[string]discovery.DiscovererMetrics, registerer prometheus.Registerer) *Adapter {
 	return &Adapter{
 		ctx:     ctx,
 		disc:    d,
 		groups:  make(map[string]*customSD),
-		manager: discovery.NewManager(ctx, logger, prometheus.NewRegistry()),
+		manager: discovery.NewManager(ctx, logger, registerer, sdMetrics),
 		output:  file,
 		name:    name,
 		logger:  logger,
diff --git a/documentation/examples/remote_storage/go.mod b/documentation/examples/remote_storage/go.mod
index f5d97a220d0..d0d74d7fe26 100644
--- a/documentation/examples/remote_storage/go.mod
+++ b/documentation/examples/remote_storage/go.mod
@@ -7,10 +7,10 @@ require (
 	github.com/go-kit/log v0.2.1
 	github.com/gogo/protobuf v1.3.2
 	github.com/golang/snappy v0.0.4
-	github.com/influxdata/influxdb v1.11.2
-	github.com/prometheus/client_golang v1.17.0
-	github.com/prometheus/common v0.45.0
-	github.com/prometheus/prometheus v0.48.0
+	github.com/influxdata/influxdb v1.11.4
+	github.com/prometheus/client_golang v1.18.0
+	github.com/prometheus/common v0.46.0
+	github.com/prometheus/prometheus v0.48.1
 	github.com/stretchr/testify v1.8.4
 )
 
@@ -40,7 +40,6 @@ require (
 	github.com/klauspost/compress v1.17.4 // indirect
 	github.com/kr/text v0.2.0 // indirect
 	github.com/kylelemons/godebug v1.1.0 // indirect
-	github.com/matttproud/golang_protobuf_extensions/v2 v2.0.0 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
 	github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f // indirect
@@ -48,7 +47,7 @@ require (
 	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
 	github.com/prometheus/client_model v0.5.0 // indirect
 	github.com/prometheus/common/sigv4 v0.1.0 // indirect
-	github.com/prometheus/procfs v0.11.1 // indirect
+	github.com/prometheus/procfs v0.12.0 // indirect
 	github.com/xhit/go-str2duration/v2 v2.1.0 // indirect
 	go.opentelemetry.io/collector/featuregate v1.0.0 // indirect
 	go.opentelemetry.io/collector/pdata v1.0.0 // indirect
@@ -59,17 +58,17 @@ require (
 	go.opentelemetry.io/otel/trace v1.21.0 // indirect
 	go.uber.org/atomic v1.11.0 // indirect
 	go.uber.org/multierr v1.11.0 // indirect
-	golang.org/x/crypto v0.16.0 // indirect
+	golang.org/x/crypto v0.18.0 // indirect
 	golang.org/x/exp v0.0.0-20231206192017-f3f8817b8deb // indirect
-	golang.org/x/net v0.19.0 // indirect
-	golang.org/x/oauth2 v0.15.0 // indirect
-	golang.org/x/sys v0.15.0 // indirect
+	golang.org/x/net v0.20.0 // indirect
+	golang.org/x/oauth2 v0.16.0 // indirect
+	golang.org/x/sys v0.16.0 // indirect
 	golang.org/x/text v0.14.0 // indirect
 	golang.org/x/time v0.5.0 // indirect
 	google.golang.org/appengine v1.6.7 // indirect
 	google.golang.org/genproto/googleapis/rpc v0.0.0-20231120223509-83a465c0220f // indirect
 	google.golang.org/grpc v1.59.0 // indirect
-	google.golang.org/protobuf v1.31.0 // indirect
+	google.golang.org/protobuf v1.32.0 // indirect
 	gopkg.in/yaml.v2 v2.4.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 	k8s.io/apimachinery v0.28.4 // indirect
diff --git a/documentation/examples/remote_storage/go.sum b/documentation/examples/remote_storage/go.sum
index 6a54eef75f0..1f33784e6e3 100644
--- a/documentation/examples/remote_storage/go.sum
+++ b/documentation/examples/remote_storage/go.sum
@@ -127,8 +127,8 @@ github.com/hashicorp/nomad/api v0.0.0-20230721134942-515895c7690c h1:Nc3Mt2BAnq0
 github.com/hashicorp/serf v0.10.1 h1:Z1H2J60yRKvfDYAOZLd2MU0ND4AH/WDz7xYHDWQsIPY=
 github.com/hetznercloud/hcloud-go/v2 v2.4.0 h1:MqlAE+w125PLvJRCpAJmEwrIxoVdUdOyuFUhE/Ukbok=
 github.com/imdario/mergo v0.3.16 h1:wwQJbIsHYGMUyLSPrEq1CT16AhnhNJQ51+4fdHUnCl4=
-github.com/influxdata/influxdb v1.11.2 h1:qOF3uQN1mDfJNEKwbAgJsqehf8IXgKok2vlGm736oGo=
-github.com/influxdata/influxdb v1.11.2/go.mod h1:eUMkLTE2vQwvSk6KGMrTBLKPaqSuczuelGbggigMPFw=
+github.com/influxdata/influxdb v1.11.4 h1:H3pVW+/tWQ4lkHhZxVQ13Ov1hmhHYaAzz8L5aq3ZNtw=
+github.com/influxdata/influxdb v1.11.4/go.mod h1:VO6X2zlamfmEf+Esc9dR+7UQhdE/krspWNEZPwxCrp0=
 github.com/ionos-cloud/sdk-go/v6 v6.1.10 h1:3815Q2Hw/wc4cJ8wD7bwfsmDsdfIEp80B7BQMj0YP2w=
 github.com/jmespath/go-jmespath v0.4.0 h1:BEgLn5cpjn8UN1mAw4NjwDrS35OdebyEtFe+9YPoQUg=
 github.com/jmespath/go-jmespath v0.4.0/go.mod h1:T8mJZnbsbmF+m6zOOFylbeCJqk5+pHWvzYPziyZiYoo=
@@ -165,8 +165,6 @@ github.com/mailru/easyjson v0.7.7 h1:UGYAvKxe3sBsEDzO8ZeWOSlIQfWFlxbzLZe7hwFURr0
 github.com/mattn/go-colorable v0.1.13 h1:fFA4WZxdEF4tXPZVKMLwD8oUnCTTo08duU7wxecdEvA=
 github.com/mattn/go-isatty v0.0.19 h1:JITubQf0MOLdlGRuRq+jtsDlekdYPia9ZFsB8h/APPA=
 github.com/matttproud/golang_protobuf_extensions v1.0.1/go.mod h1:D8He9yQNgCq6Z5Ld7szi9bcBfOoFv/3dc6xSMkL2PC0=
-github.com/matttproud/golang_protobuf_extensions/v2 v2.0.0 h1:jWpvCLoY8Z/e3VKvlsiIGKtc+UG6U5vzxaoagmhXfyg=
-github.com/matttproud/golang_protobuf_extensions/v2 v2.0.0/go.mod h1:QUyp042oQthUoa9bqDv0ER0wrtXnBruoNd7aNjkbP+k=
 github.com/miekg/dns v1.1.57 h1:Jzi7ApEIzwEPLHWRcafCN9LZSBbqQpxjt/wpgvg7wcM=
 github.com/mitchellh/go-homedir v1.1.0 h1:lukF9ziXFxDFPkA1vsr5zpc1XuPDn/wFntq5mG+4E0Y=
 github.com/mitchellh/mapstructure v1.5.0 h1:jeMsZIYE/09sWLaz43PL7Gy6RuMjD2eJVyuac5Z2hdY=
@@ -200,8 +198,8 @@ github.com/prometheus/client_golang v0.9.1/go.mod h1:7SWBe2y4D6OKWSNQJUaRYU/AaXP
 github.com/prometheus/client_golang v1.0.0/go.mod h1:db9x61etRT2tGnBNRi70OPL5FsnadC4Ky3P0J6CfImo=
 github.com/prometheus/client_golang v1.7.1/go.mod h1:PY5Wy2awLA44sXw4AOSfFBetzPP4j5+D6mVACh+pe2M=
 github.com/prometheus/client_golang v1.11.0/go.mod h1:Z6t4BnS23TR94PD6BsDNk8yVqroYurpAkEiz0P2BEV0=
-github.com/prometheus/client_golang v1.17.0 h1:rl2sfwZMtSthVU752MqfjQozy7blglC+1SOtjMAMh+Q=
-github.com/prometheus/client_golang v1.17.0/go.mod h1:VeL+gMmOAxkS2IqfCq0ZmHSL+LjWfWDUmp1mBz9JgUY=
+github.com/prometheus/client_golang v1.18.0 h1:HzFfmkOzH5Q8L8G+kSJKUx5dtG87sewO+FoDDqP5Tbk=
+github.com/prometheus/client_golang v1.18.0/go.mod h1:T+GXkCk5wSJyOqMIzVgvvjFDlkOQntgjkJWKrN5txjA=
 github.com/prometheus/client_model v0.0.0-20180712105110-5c3871d89910/go.mod h1:MbSGuTsp3dbXC40dX6PRTWyKYBIrTGTE9sqQNg2J8bo=
 github.com/prometheus/client_model v0.0.0-20190129233127-fd36f4220a90/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
 github.com/prometheus/client_model v0.2.0/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
@@ -211,16 +209,16 @@ github.com/prometheus/common v0.4.1/go.mod h1:TNfzLD0ON7rHzMJeJkieUDPYmFC7Snx/y8
 github.com/prometheus/common v0.10.0/go.mod h1:Tlit/dnDKsSWFlCLTWaA1cyBgKHSMdTB80sz/V91rCo=
 github.com/prometheus/common v0.26.0/go.mod h1:M7rCNAaPfAosfx8veZJCuw84e35h3Cfd9VFqTh1DIvc=
 github.com/prometheus/common v0.29.0/go.mod h1:vu+V0TpY+O6vW9J44gczi3Ap/oXXR10b+M/gUGO4Hls=
-github.com/prometheus/common v0.45.0 h1:2BGz0eBc2hdMDLnO/8n0jeB3oPrt2D08CekT0lneoxM=
-github.com/prometheus/common v0.45.0/go.mod h1:YJmSTw9BoKxJplESWWxlbyttQR4uaEcGyv9MZjVOJsY=
+github.com/prometheus/common v0.46.0 h1:doXzt5ybi1HBKpsZOL0sSkaNHJJqkyfEWZGGqqScV0Y=
+github.com/prometheus/common v0.46.0/go.mod h1:Tp0qkxpb9Jsg54QMe+EAmqXkSV7Evdy1BTn+g2pa/hQ=
 github.com/prometheus/common/sigv4 v0.1.0 h1:qoVebwtwwEhS85Czm2dSROY5fTo2PAPEVdDeppTwGX4=
 github.com/prometheus/common/sigv4 v0.1.0/go.mod h1:2Jkxxk9yYvCkE5G1sQT7GuEXm57JrvHu9k5YwTjsNtI=
 github.com/prometheus/procfs v0.0.0-20181005140218-185b4288413d/go.mod h1:c3At6R/oaqEKCNdg8wHV1ftS6bRYblBhIjjI8uT2IGk=
 github.com/prometheus/procfs v0.0.2/go.mod h1:TjEm7ze935MbeOT/UhFTIMYKhuLP4wbCsTZCD3I8kEA=
 github.com/prometheus/procfs v0.1.3/go.mod h1:lV6e/gmhEcM9IjHGsFOCxxuZ+z1YqCvr4OA4YeYWdaU=
 github.com/prometheus/procfs v0.6.0/go.mod h1:cz+aTbrPOrUb4q7XlbU9ygM+/jj0fzG6c1xBZuNvfVA=
-github.com/prometheus/procfs v0.11.1 h1:xRC8Iq1yyca5ypa9n1EZnWZkt7dwcoRPQwX/5gwaUuI=
-github.com/prometheus/procfs v0.11.1/go.mod h1:eesXgaPo1q7lBpVMoMy0ZOFTth9hBn4W/y0/p/ScXhY=
+github.com/prometheus/procfs v0.12.0 h1:jluTpSng7V9hY0O2R9DzzJHYb2xULk9VTR1V1R/k6Bo=
+github.com/prometheus/procfs v0.12.0/go.mod h1:pcuDEFsWDnvcgNzo4EEweacyhjeA9Zk3cnaOZAZEfOo=
 github.com/rogpeppe/go-internal v1.10.0 h1:TMyTOH3F/DB16zRVcYyreMH6GnZZrwQVAoYjRBZyWFQ=
 github.com/scaleway/scaleway-sdk-go v1.0.0-beta.21 h1:yWfiTPwYxB0l5fGMhl/G+liULugVIHD9AU77iNLrURQ=
 github.com/sirupsen/logrus v1.2.0/go.mod h1:LxeOpSwHxABJmUn/MG1IvRgCAasNZTLOkJPxbbu5VWo=
@@ -264,8 +262,8 @@ golang.org/x/crypto v0.0.0-20180904163835-0709b304e793/go.mod h1:6SG95UA2DQfeDnf
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
 golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
-golang.org/x/crypto v0.16.0 h1:mMMrFzRSCF0GvB7Ne27XVtVAaXLrPmgPC7/v0tkwHaY=
-golang.org/x/crypto v0.16.0/go.mod h1:gCAAfMLgwOJRpTjQ2zCCt2OcSfYMTeZVSRtQlPC7Nq4=
+golang.org/x/crypto v0.18.0 h1:PGVlW0xEltQnzFZ55hkuX5+KLyrMYhHld1YHO4AKcdc=
+golang.org/x/crypto v0.18.0/go.mod h1:R0j02AL6hcrfOiy9T4ZYp/rcWeMxM3L6QYxlOuEG1mg=
 golang.org/x/exp v0.0.0-20231206192017-f3f8817b8deb h1:c0vyKkb6yr3KR7jEfJaOSv4lG7xPkbN6r52aJz1d8a8=
 golang.org/x/exp v0.0.0-20231206192017-f3f8817b8deb/go.mod h1:iRJReGqOEeBhDZGkGbynYwcHlctCvnjTYIamk7uXpHI=
 golang.org/x/mod v0.2.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
@@ -284,12 +282,12 @@ golang.org/x/net v0.0.0-20200822124328-c89045814202/go.mod h1:/O7V0waA8r7cgGh81R
 golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
 golang.org/x/net v0.0.0-20201110031124-69a78807bb2b/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
 golang.org/x/net v0.0.0-20210525063256-abc453219eb5/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
-golang.org/x/net v0.19.0 h1:zTwKpTd2XuCqf8huc7Fo2iSy+4RHPd10s4KzeTnVr1c=
-golang.org/x/net v0.19.0/go.mod h1:CfAk/cbD4CthTvqiEl8NpboMuiuOYsAr/7NOjZJtv1U=
+golang.org/x/net v0.20.0 h1:aCL9BSgETF1k+blQaYUBx9hJ9LOGP3gAVemcZlf1Kpo=
+golang.org/x/net v0.20.0/go.mod h1:z8BVo6PvndSri0LbOE3hAn0apkU+1YvI6E70E9jsnvY=
 golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
 golang.org/x/oauth2 v0.0.0-20210514164344-f6687ab2804c/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A=
-golang.org/x/oauth2 v0.15.0 h1:s8pnnxNVzjWyrvYdFUQq5llS1PX2zhPXmccZv99h7uQ=
-golang.org/x/oauth2 v0.15.0/go.mod h1:q48ptWNTY5XWf+JNten23lcvHpLJ0ZSxF5ttTHKVCAM=
+golang.org/x/oauth2 v0.16.0 h1:aDkGMBSYxElaoP81NpoUoz2oo2R2wHdZpGToUxfyQrQ=
+golang.org/x/oauth2 v0.16.0/go.mod h1:hqZ+0LWXsiVoZpeld6jVt06P3adbS2Uu911W1SsJv2o=
 golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -312,10 +310,10 @@ golang.org/x/sys v0.0.0-20210124154548-22da62e12c0c/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210603081109-ebe580a85c40/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20210616045830-e2b7044e8c71/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.15.0 h1:h48lPFYpsTvQJZF4EKyI4aLHaev3CxivZmv7yZig9pc=
-golang.org/x/sys v0.15.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.16.0 h1:xWw16ngr6ZMtmxDyKyIgsE93KNKz5HKmMa3b8ALHidU=
+golang.org/x/sys v0.16.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
-golang.org/x/term v0.15.0 h1:y/Oo/a/q3IXu26lQgl04j/gjuBDOBlx7X6Om1j2CPW4=
+golang.org/x/term v0.16.0 h1:m+B6fahuftsE9qjo0VWp2FW0mB3MTJvR0BaMQrq0pmE=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
@@ -351,8 +349,8 @@ google.golang.org/protobuf v1.21.0/go.mod h1:47Nbq4nVaFHyn7ilMalzfO3qCViNmqZ2kzi
 google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
 google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
-google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8=
-google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
+google.golang.org/protobuf v1.32.0 h1:pPC6BG5ex8PDFnkbrGU3EixyhKcQ2aDuBS36lqK/C7I=
+google.golang.org/protobuf v1.32.0/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
 gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
diff --git a/documentation/prometheus-mixin/dashboards.libsonnet b/documentation/prometheus-mixin/dashboards.libsonnet
index 56db2af205c..efe53dbac9c 100644
--- a/documentation/prometheus-mixin/dashboards.libsonnet
+++ b/documentation/prometheus-mixin/dashboards.libsonnet
@@ -13,16 +13,18 @@ local template = grafana.template;
       g.dashboard(
         '%(prefix)sOverview' % $._config.grafanaPrometheus
       )
-      .addMultiTemplate('job', 'prometheus_build_info{%(prometheusSelector)s}' % $._config, 'job')
-      .addMultiTemplate('instance', 'prometheus_build_info{job=~"$job"}', 'instance')
+      .addMultiTemplate('cluster', 'prometheus_build_info{%(prometheusSelector)s}' % $._config, 'cluster')
+      .addMultiTemplate('job', 'prometheus_build_info{cluster=~"$cluster"}', 'job')
+      .addMultiTemplate('instance', 'prometheus_build_info{cluster=~"$cluster", job=~"$job"}', 'instance')
       .addRow(
         g.row('Prometheus Stats')
         .addPanel(
           g.panel('Prometheus Stats') +
           g.tablePanel([
-            'count by (job, instance, version) (prometheus_build_info{job=~"$job", instance=~"$instance"})',
-            'max by (job, instance) (time() - process_start_time_seconds{job=~"$job", instance=~"$instance"})',
+            'count by (cluster, job, instance, version) (prometheus_build_info{cluster=~"$cluster", job=~"$job", instance=~"$instance"})',
+            'max by (cluster, job, instance) (time() - process_start_time_seconds{cluster=~"$cluster", job=~"$job", instance=~"$instance"})',
           ], {
+            cluster: { alias: 'Cluster' },
             job: { alias: 'Job' },
             instance: { alias: 'Instance' },
             version: { alias: 'Version' },
@@ -35,12 +37,12 @@ local template = grafana.template;
         g.row('Discovery')
         .addPanel(
           g.panel('Target Sync') +
-          g.queryPanel('sum(rate(prometheus_target_sync_length_seconds_sum{job=~"$job",instance=~"$instance"}[5m])) by (scrape_job) * 1e3', '{{scrape_job}}') +
+          g.queryPanel('sum(rate(prometheus_target_sync_length_seconds_sum{cluster=~"$cluster",job=~"$job",instance=~"$instance"}[5m])) by (cluster, job, scrape_job, instance) * 1e3', '{{cluster}}:{{job}}:{{instance}}:{{scrape_job}}') +
           { yaxes: g.yaxes('ms') }
         )
         .addPanel(
           g.panel('Targets') +
-          g.queryPanel('sum(prometheus_sd_discovered_targets{job=~"$job",instance=~"$instance"})', 'Targets') +
+          g.queryPanel('sum by (cluster, job, instance) (prometheus_sd_discovered_targets{cluster=~"$cluster", job=~"$job",instance=~"$instance"})', '{{cluster}}:{{job}}:{{instance}}') +
           g.stack
         )
       )
@@ -48,29 +50,29 @@ local template = grafana.template;
         g.row('Retrieval')
         .addPanel(
           g.panel('Average Scrape Interval Duration') +
-          g.queryPanel('rate(prometheus_target_interval_length_seconds_sum{job=~"$job",instance=~"$instance"}[5m]) / rate(prometheus_target_interval_length_seconds_count{job=~"$job",instance=~"$instance"}[5m]) * 1e3', '{{interval}} configured') +
+          g.queryPanel('rate(prometheus_target_interval_length_seconds_sum{cluster=~"$cluster", job=~"$job",instance=~"$instance"}[5m]) / rate(prometheus_target_interval_length_seconds_count{cluster=~"$cluster", job=~"$job",instance=~"$instance"}[5m]) * 1e3', '{{cluster}}:{{job}}:{{instance}} {{interval}} configured') +
           { yaxes: g.yaxes('ms') }
         )
         .addPanel(
           g.panel('Scrape failures') +
           g.queryPanel([
-            'sum by (job) (rate(prometheus_target_scrapes_exceeded_body_size_limit_total[1m]))',
-            'sum by (job) (rate(prometheus_target_scrapes_exceeded_sample_limit_total[1m]))',
-            'sum by (job) (rate(prometheus_target_scrapes_sample_duplicate_timestamp_total[1m]))',
-            'sum by (job) (rate(prometheus_target_scrapes_sample_out_of_bounds_total[1m]))',
-            'sum by (job) (rate(prometheus_target_scrapes_sample_out_of_order_total[1m]))',
+            'sum by (cluster, job, instance) (rate(prometheus_target_scrapes_exceeded_body_size_limit_total{cluster=~"$cluster",job=~"$job",instance=~"$instance"}[1m]))',
+            'sum by (cluster, job, instance) (rate(prometheus_target_scrapes_exceeded_sample_limit_total{cluster=~"$cluster",job=~"$job",instance=~"$instance"}[1m]))',
+            'sum by (cluster, job, instance) (rate(prometheus_target_scrapes_sample_duplicate_timestamp_total{cluster=~"$cluster",job=~"$job",instance=~"$instance"}[1m]))',
+            'sum by (cluster, job, instance) (rate(prometheus_target_scrapes_sample_out_of_bounds_total{cluster=~"$cluster",job=~"$job",instance=~"$instance"}[1m]))',
+            'sum by (cluster, job, instance) (rate(prometheus_target_scrapes_sample_out_of_order_total{cluster=~"$cluster",job=~"$job",instance=~"$instance"}[1m]))',
           ], [
-            'exceeded body size limit: {{job}}',
-            'exceeded sample limit: {{job}}',
-            'duplicate timestamp: {{job}}',
-            'out of bounds: {{job}}',
-            'out of order: {{job}}',
+            'exceeded body size limit: {{cluster}} {{job}} {{instance}}',
+            'exceeded sample limit: {{cluster}} {{job}} {{instance}}',
+            'duplicate timestamp: {{cluster}} {{job}} {{instance}}',
+            'out of bounds: {{cluster}} {{job}} {{instance}}',
+            'out of order: {{cluster}} {{job}} {{instance}}',
           ]) +
           g.stack
         )
         .addPanel(
           g.panel('Appended Samples') +
-          g.queryPanel('rate(prometheus_tsdb_head_samples_appended_total{job=~"$job",instance=~"$instance"}[5m])', '{{job}} {{instance}}') +
+          g.queryPanel('rate(prometheus_tsdb_head_samples_appended_total{cluster=~"$cluster", job=~"$job",instance=~"$instance"}[5m])', '{{cluster}} {{job}} {{instance}}') +
           g.stack
         )
       )
@@ -78,12 +80,12 @@ local template = grafana.template;
         g.row('Storage')
         .addPanel(
           g.panel('Head Series') +
-          g.queryPanel('prometheus_tsdb_head_series{job=~"$job",instance=~"$instance"}', '{{job}} {{instance}} head series') +
+          g.queryPanel('prometheus_tsdb_head_series{cluster=~"$cluster",job=~"$job",instance=~"$instance"}', '{{cluster}} {{job}} {{instance}} head series') +
           g.stack
         )
         .addPanel(
           g.panel('Head Chunks') +
-          g.queryPanel('prometheus_tsdb_head_chunks{job=~"$job",instance=~"$instance"}', '{{job}} {{instance}} head chunks') +
+          g.queryPanel('prometheus_tsdb_head_chunks{cluster=~"$cluster",job=~"$job",instance=~"$instance"}', '{{cluster}} {{job}} {{instance}} head chunks') +
           g.stack
         )
       )
@@ -91,12 +93,12 @@ local template = grafana.template;
         g.row('Query')
         .addPanel(
           g.panel('Query Rate') +
-          g.queryPanel('rate(prometheus_engine_query_duration_seconds_count{job=~"$job",instance=~"$instance",slice="inner_eval"}[5m])', '{{job}} {{instance}}') +
+          g.queryPanel('rate(prometheus_engine_query_duration_seconds_count{cluster=~"$cluster",job=~"$job",instance=~"$instance",slice="inner_eval"}[5m])', '{{cluster}} {{job}} {{instance}}') +
           g.stack,
         )
         .addPanel(
           g.panel('Stage Duration') +
-          g.queryPanel('max by (slice) (prometheus_engine_query_duration_seconds{quantile="0.9",job=~"$job",instance=~"$instance"}) * 1e3', '{{slice}}') +
+          g.queryPanel('max by (slice) (prometheus_engine_query_duration_seconds{quantile="0.9",cluster=~"$cluster", job=~"$job",instance=~"$instance"}) * 1e3', '{{slice}}') +
           { yaxes: g.yaxes('ms') } +
           g.stack,
         )
diff --git a/go.mod b/go.mod
index 428b6edecf5..7e586580e68 100644
--- a/go.mod
+++ b/go.mod
@@ -3,127 +3,134 @@ module github.com/prometheus/prometheus
 go 1.20
 
 require (
-	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.9.0
-	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.4.0
-	github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/compute/armcompute/v5 v5.3.0
+	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.9.1
+	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.5.1
+	github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/compute/armcompute/v5 v5.4.0
 	github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/network/armnetwork/v4 v4.3.0
 	github.com/Code-Hex/go-generics-cache v1.3.1
+	github.com/KimMachineGun/automemlimit v0.5.0
 	github.com/alecthomas/kingpin/v2 v2.4.0
 	github.com/alecthomas/units v0.0.0-20231202071711-9a357b53e9c9
-	github.com/aws/aws-sdk-go v1.48.14
+	github.com/aws/aws-sdk-go v1.50.0
 	github.com/bboreham/go-loser v0.0.0-20230920113527-fcc2c21820a3
 	github.com/cespare/xxhash/v2 v2.2.0
 	github.com/dennwc/varint v1.0.0
-	github.com/digitalocean/godo v1.106.0
-	github.com/docker/docker v24.0.7+incompatible
+	github.com/digitalocean/godo v1.108.0
+	github.com/docker/docker v25.0.0+incompatible
 	github.com/edsrzf/mmap-go v1.1.0
-	github.com/envoyproxy/go-control-plane v0.11.1
-	github.com/envoyproxy/protoc-gen-validate v1.0.2
+	github.com/envoyproxy/go-control-plane v0.12.0
+	github.com/envoyproxy/protoc-gen-validate v1.0.4
+	github.com/facette/natsort v0.0.0-20181210072756-2cd4dd1e2dcb
 	github.com/fsnotify/fsnotify v1.7.0
 	github.com/go-kit/log v0.2.1
 	github.com/go-logfmt/logfmt v0.6.0
-	github.com/go-openapi/strfmt v0.21.9
+	github.com/go-openapi/strfmt v0.22.0
 	github.com/go-zookeeper/zk v1.0.3
 	github.com/gogo/protobuf v1.3.2
 	github.com/golang/snappy v0.0.4
-	github.com/google/pprof v0.0.0-20231205033806-a5a03c77bf08
-	github.com/google/uuid v1.4.0
+	github.com/google/pprof v0.0.0-20240117000934-35fc243c5815
+	github.com/google/uuid v1.5.0
 	github.com/gophercloud/gophercloud v1.8.0
 	github.com/grafana/regexp v0.0.0-20221122212121-6b5c0a4cb7fd
 	github.com/grpc-ecosystem/grpc-gateway v1.16.0
-	github.com/hashicorp/consul/api v1.26.1
+	github.com/hashicorp/consul/api v1.27.0
 	github.com/hashicorp/nomad/api v0.0.0-20230721134942-515895c7690c // Not upgrading this for now due to https://github.com/prometheus/prometheus/pull/13255#issuecomment-1845237409
-	github.com/hetznercloud/hcloud-go/v2 v2.4.0
-	github.com/ionos-cloud/sdk-go/v6 v6.1.10
+	github.com/hetznercloud/hcloud-go/v2 v2.6.0
+	github.com/ionos-cloud/sdk-go/v6 v6.1.11
 	github.com/json-iterator/go v1.1.12
 	github.com/klauspost/compress v1.17.4
 	github.com/kolo/xmlrpc v0.0.0-20220921171641-a4b6fa1dd06b
-	github.com/linode/linodego v1.25.0
-	github.com/miekg/dns v1.1.57
+	github.com/linode/linodego v1.27.1
+	github.com/miekg/dns v1.1.58
 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822
 	github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f
+	github.com/nsf/jsondiff v0.0.0-20230430225905-43f6cf3098c1
 	github.com/oklog/run v1.1.0
 	github.com/oklog/ulid v1.3.1
 	github.com/ovh/go-ovh v1.4.3
 	github.com/prometheus/alertmanager v0.26.0
 	github.com/prometheus/client_golang v1.18.0
 	github.com/prometheus/client_model v0.5.0
-	github.com/prometheus/common v0.45.1-0.20231122191551-832cd6e99f99
+	github.com/prometheus/common v0.46.0
 	github.com/prometheus/common/assets v0.2.0
 	github.com/prometheus/common/sigv4 v0.1.0
-	github.com/prometheus/exporter-toolkit v0.10.0
-	github.com/scaleway/scaleway-sdk-go v1.0.0-beta.21
+	github.com/prometheus/exporter-toolkit v0.11.0
+	github.com/scaleway/scaleway-sdk-go v1.0.0-beta.22
 	github.com/shurcooL/httpfs v0.0.0-20230704072500-f1e31cf0ba5c
 	github.com/stretchr/testify v1.8.4
 	github.com/vultr/govultr/v2 v2.17.2
-	go.opentelemetry.io/collector/featuregate v1.0.0
-	go.opentelemetry.io/collector/pdata v1.0.0
-	go.opentelemetry.io/collector/semconv v0.90.1
-	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.46.1
-	go.opentelemetry.io/otel v1.21.0
-	go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.21.0
-	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.21.0
-	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.21.0
-	go.opentelemetry.io/otel/sdk v1.21.0
-	go.opentelemetry.io/otel/trace v1.21.0
+	go.opentelemetry.io/collector/featuregate v1.0.1
+	go.opentelemetry.io/collector/pdata v1.0.1
+	go.opentelemetry.io/collector/semconv v0.93.0
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.47.0
+	go.opentelemetry.io/otel v1.22.0
+	go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.22.0
+	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.22.0
+	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.22.0
+	go.opentelemetry.io/otel/sdk v1.22.0
+	go.opentelemetry.io/otel/trace v1.22.0
 	go.uber.org/atomic v1.11.0
 	go.uber.org/automaxprocs v1.5.3
 	go.uber.org/goleak v1.3.0
 	go.uber.org/multierr v1.11.0
-	golang.org/x/exp v0.0.0-20231206192017-f3f8817b8deb
-	golang.org/x/net v0.19.0
-	golang.org/x/oauth2 v0.15.0
-	golang.org/x/sync v0.5.0
-	golang.org/x/sys v0.15.0
+	golang.org/x/exp v0.0.0-20240119083558-1b970713d09a
+	golang.org/x/net v0.20.0
+	golang.org/x/oauth2 v0.16.0
+	golang.org/x/sync v0.6.0
+	golang.org/x/sys v0.16.0
 	golang.org/x/time v0.5.0
-	golang.org/x/tools v0.16.0
-	google.golang.org/api v0.153.0
-	google.golang.org/genproto/googleapis/api v0.0.0-20231127180814-3a041ad873d4
-	google.golang.org/grpc v1.59.0
-	google.golang.org/protobuf v1.31.0
+	golang.org/x/tools v0.17.0
+	google.golang.org/api v0.157.0
+	google.golang.org/genproto/googleapis/api v0.0.0-20240116215550-a9fa1716bcac
+	google.golang.org/grpc v1.61.0
+	google.golang.org/protobuf v1.32.0
 	gopkg.in/yaml.v2 v2.4.0
 	gopkg.in/yaml.v3 v3.0.1
-	k8s.io/api v0.28.4
-	k8s.io/apimachinery v0.28.4
-	k8s.io/client-go v0.28.4
+	k8s.io/api v0.28.6
+	k8s.io/apimachinery v0.28.6
+	k8s.io/client-go v0.28.6
 	k8s.io/klog v1.0.0
-	k8s.io/klog/v2 v2.110.1
+	k8s.io/klog/v2 v2.120.1
 )
 
 require (
 	cloud.google.com/go/compute v1.23.3 // indirect
 	cloud.google.com/go/compute/metadata v0.2.3 // indirect
-	github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.0 // indirect
-	github.com/AzureAD/microsoft-authentication-library-for-go v1.1.1 // indirect
+	github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.1 // indirect
+	github.com/AzureAD/microsoft-authentication-library-for-go v1.2.1 // indirect
 	github.com/Microsoft/go-winio v0.6.1 // indirect
 	github.com/armon/go-metrics v0.4.1 // indirect
 	github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
 	github.com/cenkalti/backoff/v4 v4.2.1 // indirect
-	github.com/cncf/xds/go v0.0.0-20230607035331-e9ce68804cb4 // indirect
+	github.com/cilium/ebpf v0.11.0 // indirect
+	github.com/cncf/xds/go v0.0.0-20231109132714-523115ebc101 // indirect
+	github.com/containerd/cgroups/v3 v3.0.3 // indirect
+	github.com/containerd/log v0.1.0 // indirect
 	github.com/coreos/go-systemd/v22 v22.5.0 // indirect
 	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
-	github.com/docker/distribution v2.8.2+incompatible // indirect
+	github.com/distribution/reference v0.5.0 // indirect
 	github.com/docker/go-connections v0.4.0 // indirect
 	github.com/docker/go-units v0.5.0 // indirect
-	github.com/emicklei/go-restful/v3 v3.10.2 // indirect
+	github.com/emicklei/go-restful/v3 v3.11.0 // indirect
 	github.com/evanphx/json-patch v5.6.0+incompatible // indirect
 	github.com/fatih/color v1.15.0 // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
 	github.com/ghodss/yaml v1.0.0 // indirect
 	github.com/go-kit/kit v0.12.0 // indirect
-	github.com/go-logr/logr v1.3.0 // indirect
+	github.com/go-logr/logr v1.4.1 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
 	github.com/go-openapi/analysis v0.21.4 // indirect
-	github.com/go-openapi/errors v0.20.4 // indirect
+	github.com/go-openapi/errors v0.21.0 // indirect
 	github.com/go-openapi/jsonpointer v0.20.0 // indirect
 	github.com/go-openapi/jsonreference v0.20.2 // indirect
 	github.com/go-openapi/loads v0.21.2 // indirect
 	github.com/go-openapi/spec v0.20.9 // indirect
 	github.com/go-openapi/swag v0.22.4 // indirect
 	github.com/go-openapi/validate v0.22.1 // indirect
-	github.com/go-resty/resty/v2 v2.10.0 // indirect
-	github.com/golang-jwt/jwt/v5 v5.0.0 // indirect
+	github.com/go-resty/resty/v2 v2.11.0 // indirect
+	github.com/godbus/dbus/v5 v5.0.4 // indirect
+	github.com/golang-jwt/jwt/v5 v5.2.0 // indirect
 	github.com/golang/glog v1.1.2 // indirect
 	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
 	github.com/golang/protobuf v1.5.3 // indirect
@@ -156,7 +163,6 @@ require (
 	github.com/mailru/easyjson v0.7.7 // indirect
 	github.com/mattn/go-colorable v0.1.13 // indirect
 	github.com/mattn/go-isatty v0.0.19 // indirect
-	github.com/matttproud/golang_protobuf_extensions/v2 v2.0.0 // indirect
 	github.com/mitchellh/go-homedir v1.1.0 // indirect
 	github.com/mitchellh/mapstructure v1.5.0 // indirect
 	github.com/moby/term v0.0.0-20210619224110-3f7ff695adc6 // indirect
@@ -165,31 +171,34 @@ require (
 	github.com/morikuni/aec v1.0.0 // indirect
 	github.com/opencontainers/go-digest v1.0.0 // indirect
 	github.com/opencontainers/image-spec v1.0.2 // indirect
-	github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8 // indirect
+	github.com/opencontainers/runtime-spec v1.0.2 // indirect
+	github.com/pbnjay/memory v0.0.0-20210728143218-7b4eea64cf58 // indirect
+	github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
 	github.com/pkg/errors v0.9.1 // indirect
 	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
 	github.com/prometheus/procfs v0.12.0 // indirect
+	github.com/sirupsen/logrus v1.9.3 // indirect
 	github.com/spf13/pflag v1.0.5 // indirect
 	github.com/stretchr/objx v0.5.0 // indirect
 	github.com/xhit/go-str2duration/v2 v2.1.0 // indirect
 	go.mongodb.org/mongo-driver v1.13.1 // indirect
 	go.opencensus.io v0.24.0 // indirect
-	go.opentelemetry.io/otel/metric v1.21.0 // indirect
+	go.opentelemetry.io/otel/metric v1.22.0 // indirect
 	go.opentelemetry.io/proto/otlp v1.0.0 // indirect
-	golang.org/x/crypto v0.16.0 // indirect
+	golang.org/x/crypto v0.18.0 // indirect
 	golang.org/x/mod v0.14.0 // indirect
-	golang.org/x/term v0.15.0 // indirect
+	golang.org/x/term v0.16.0 // indirect
 	golang.org/x/text v0.14.0 // indirect
-	google.golang.org/appengine v1.6.7 // indirect
-	google.golang.org/genproto v0.0.0-20231120223509-83a465c0220f // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20231120223509-83a465c0220f // indirect
+	google.golang.org/appengine v1.6.8 // indirect
+	google.golang.org/genproto v0.0.0-20240102182953-50ed04b92917 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20240116215550-a9fa1716bcac // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/ini.v1 v1.67.0 // indirect
 	gotest.tools/v3 v3.0.3 // indirect
-	k8s.io/kube-openapi v0.0.0-20230717233707-2695361300d9 // indirect
-	k8s.io/utils v0.0.0-20230711102312-30195339c3c7 // indirect
+	k8s.io/kube-openapi v0.0.0-20231010175941-2dd684a91f00 // indirect
+	k8s.io/utils v0.0.0-20230726121419-3b25d923346b // indirect
 	sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect
-	sigs.k8s.io/structured-merge-diff/v4 v4.3.0 // indirect
+	sigs.k8s.io/structured-merge-diff/v4 v4.4.1 // indirect
 	sigs.k8s.io/yaml v1.3.0 // indirect
 )
 
diff --git a/go.sum b/go.sum
index 8ce4efb5c51..fd9c104ca16 100644
--- a/go.sum
+++ b/go.sum
@@ -34,27 +34,29 @@ cloud.google.com/go/storage v1.6.0/go.mod h1:N7U0C8pVQ/+NIKOBQyamJIeKQKkZ+mxpohl
 cloud.google.com/go/storage v1.8.0/go.mod h1:Wv1Oy7z6Yz3DshWRJFhqM/UCfaWIRTdp0RXyy7KQOVs=
 cloud.google.com/go/storage v1.10.0/go.mod h1:FLPqc6j+Ki4BU591ie1oL6qBQGu2Bl/tZ9ullr3+Kg0=
 dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
-github.com/Azure/azure-sdk-for-go/sdk/azcore v1.9.0 h1:fb8kj/Dh4CSwgsOzHeZY4Xh68cFVbzXx+ONXGMY//4w=
-github.com/Azure/azure-sdk-for-go/sdk/azcore v1.9.0/go.mod h1:uReU2sSxZExRPBAg3qKzmAucSi51+SP1OhohieR821Q=
-github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.4.0 h1:BMAjVKJM0U/CYF27gA0ZMmXGkOcvfFtD0oHVZ1TIPRI=
-github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.4.0/go.mod h1:1fXstnBMas5kzG+S3q8UoJcmyU6nUeunJcMDHcRYHhs=
-github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.0 h1:d81/ng9rET2YqdVkVwkb6EXeRrLJIwyGnJcAlAWKwhs=
-github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.0/go.mod h1:s4kgfzA0covAXNicZHDMN58jExvcng2mC/DepXiF1EI=
-github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/compute/armcompute/v5 v5.3.0 h1:qgs/VAMSR+9qFhwTw4OwF2NbVuw+2m83pVZJjqkKQMw=
-github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/compute/armcompute/v5 v5.3.0/go.mod h1:uYt4CfhkJA9o0FN7jfE5minm/i4nUE4MjGUJkzB6Zs8=
+github.com/Azure/azure-sdk-for-go/sdk/azcore v1.9.1 h1:lGlwhPtrX6EVml1hO0ivjkUxsSyl4dsiw9qcA1k/3IQ=
+github.com/Azure/azure-sdk-for-go/sdk/azcore v1.9.1/go.mod h1:RKUqNu35KJYcVG/fqTRqmuXJZYNhYkBrnC/hX7yGbTA=
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@@ -89,8 +91,8 @@ github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2/go.mod h1:W
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@@ -110,15 +112,21 @@ github.com/cespare/xxhash/v2 v2.2.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XL
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@@ -135,13 +143,13 @@ github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8Yc
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@@ -153,19 +161,21 @@ github.com/eapache/queue v1.1.0/go.mod h1:6eCeP0CKFpHLu8blIFXhExK/dRa7WDZfr6jVFP
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@@ -175,6 +185,7 @@ github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2
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@@ -197,8 +208,8 @@ github.com/go-logfmt/logfmt v0.5.0/go.mod h1:wCYkCAKZfumFQihp8CzCvQ3paCTfi41vtzG
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@@ -207,8 +218,8 @@ github.com/go-openapi/analysis v0.21.4/go.mod h1:4zQ35W4neeZTqh3ol0rv/O8JBbka9Qy
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@@ -228,8 +239,8 @@ github.com/go-openapi/spec v0.20.9/go.mod h1:2OpW+JddWPrpXSCIX8eOx7lZ5iyuWj3RYR6
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@@ -238,8 +249,8 @@ github.com/go-openapi/swag v0.22.4 h1:QLMzNJnMGPRNDCbySlcj1x01tzU8/9LTTL9hZZZogB
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@@ -269,6 +280,7 @@ github.com/gobuffalo/packd v0.1.0/go.mod h1:M2Juc+hhDXf/PnmBANFCqx4DM3wRbgDvnVWe
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@@ -276,8 +288,8 @@ github.com/gogo/protobuf v1.2.0/go.mod h1:r8qH/GZQm5c6nD/R0oafs1akxWv10x8SbQlK7a
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@@ -309,6 +321,7 @@ github.com/golang/protobuf v1.4.1/go.mod h1:U8fpvMrcmy5pZrNK1lt4xCsGvpyWQ/VVv6QD
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@@ -348,16 +361,16 @@ github.com/google/pprof v0.0.0-20200212024743-f11f1df84d12/go.mod h1:ZgVRPoUq/hf
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@@ -383,10 +396,10 @@ github.com/grpc-ecosystem/grpc-gateway v1.16.0/go.mod h1:BDjrQk3hbvj6Nolgz8mAMFb
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@@ -439,8 +452,8 @@ github.com/hashicorp/nomad/api v0.0.0-20230721134942-515895c7690c/go.mod h1:O23q
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@@ -448,8 +461,8 @@ github.com/imdario/mergo v0.3.16 h1:wwQJbIsHYGMUyLSPrEq1CT16AhnhNJQ51+4fdHUnCl4=
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@@ -501,8 +514,8 @@ github.com/kylelemons/godebug v1.1.0 h1:RPNrshWIDI6G2gRW9EHilWtl7Z6Sb1BR0xunSBf0
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@@ -529,14 +542,12 @@ github.com/mattn/go-isatty v0.0.19 h1:JITubQf0MOLdlGRuRq+jtsDlekdYPia9ZFsB8h/APP
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@@ -577,6 +588,8 @@ github.com/nats-io/nkeys v0.1.0/go.mod h1:xpnFELMwJABBLVhffcfd1MZx6VsNRFpEugbxzi
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@@ -595,6 +608,8 @@ github.com/opencontainers/go-digest v1.0.0 h1:apOUWs51W5PlhuyGyz9FCeeBIOUDA/6nW8
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@@ -609,13 +624,15 @@ github.com/pact-foundation/pact-go v1.0.4/go.mod h1:uExwJY4kCzNPcHRj+hCR/HBbOOIw
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@@ -653,14 +670,14 @@ github.com/prometheus/common v0.9.1/go.mod h1:yhUN8i9wzaXS3w1O07YhxHEBxD+W35wd8b
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@@ -679,8 +696,8 @@ github.com/rogpeppe/go-internal v1.11.0 h1:cWPaGQEPrBb5/AsnsZesgZZ9yb1OQ+GOISoDN
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@@ -696,6 +713,8 @@ github.com/sirupsen/logrus v1.4.0/go.mod h1:LxeOpSwHxABJmUn/MG1IvRgCAasNZTLOkJPx
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@@ -763,28 +782,28 @@ go.opencensus.io v0.22.3/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw=
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+go.opentelemetry.io/otel/metric v1.22.0/go.mod h1:evJGjVpZv0mQ5QBRJoBF64yMuOf4xCWdXjK8pzFvliY=
+go.opentelemetry.io/otel/sdk v1.22.0 h1:6coWHw9xw7EfClIC/+O31R8IY3/+EiRFHevmHafB2Gw=
+go.opentelemetry.io/otel/sdk v1.22.0/go.mod h1:iu7luyVGYovrRpe2fmj3CVKouQNdTOkxtLzPvPz1DOc=
+go.opentelemetry.io/otel/trace v1.22.0 h1:Hg6pPujv0XG9QaVbGOBVHunyuLcCC3jN7WEhPx83XD0=
+go.opentelemetry.io/otel/trace v1.22.0/go.mod h1:RbbHXVqKES9QhzZq/fE5UnOSILqRt40a21sPw2He1xo=
 go.opentelemetry.io/proto/otlp v1.0.0 h1:T0TX0tmXU8a3CbNXzEKGeU5mIVOdf0oykP+u2lIVU/I=
 go.opentelemetry.io/proto/otlp v1.0.0/go.mod h1:Sy6pihPLfYHkr3NkUbEhGHFhINUSI/v80hjKIs5JXpM=
 go.uber.org/atomic v1.3.2/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE=
@@ -817,8 +836,8 @@ golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5y
 golang.org/x/crypto v0.0.0-20220622213112-05595931fe9d/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
 golang.org/x/crypto v0.0.0-20220829220503-c86fa9a7ed90/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
 golang.org/x/crypto v0.14.0/go.mod h1:MVFd36DqK4CsrnJYDkBA3VC4m2GkXAM0PvzMCn4JQf4=
-golang.org/x/crypto v0.16.0 h1:mMMrFzRSCF0GvB7Ne27XVtVAaXLrPmgPC7/v0tkwHaY=
-golang.org/x/crypto v0.16.0/go.mod h1:gCAAfMLgwOJRpTjQ2zCCt2OcSfYMTeZVSRtQlPC7Nq4=
+golang.org/x/crypto v0.18.0 h1:PGVlW0xEltQnzFZ55hkuX5+KLyrMYhHld1YHO4AKcdc=
+golang.org/x/crypto v0.18.0/go.mod h1:R0j02AL6hcrfOiy9T4ZYp/rcWeMxM3L6QYxlOuEG1mg=
 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20190306152737-a1d7652674e8/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20190510132918-efd6b22b2522/go.mod h1:ZjyILWgesfNpC6sMxTJOJm9Kp84zZh5NQWvqDGG3Qr8=
@@ -829,8 +848,8 @@ golang.org/x/exp v0.0.0-20191227195350-da58074b4299/go.mod h1:2RIsYlXP63K8oxa1u0
 golang.org/x/exp v0.0.0-20200119233911-0405dc783f0a/go.mod h1:2RIsYlXP63K8oxa1u096TMicItID8zy7Y6sNkU49FU4=
 golang.org/x/exp v0.0.0-20200207192155-f17229e696bd/go.mod h1:J/WKrq2StrnmMY6+EHIKF9dgMWnmCNThgcyBT1FY9mM=
 golang.org/x/exp v0.0.0-20200224162631-6cc2880d07d6/go.mod h1:3jZMyOhIsHpP37uCMkUooju7aAi5cS1Q23tOzKc+0MU=
-golang.org/x/exp v0.0.0-20231206192017-f3f8817b8deb h1:c0vyKkb6yr3KR7jEfJaOSv4lG7xPkbN6r52aJz1d8a8=
-golang.org/x/exp v0.0.0-20231206192017-f3f8817b8deb/go.mod h1:iRJReGqOEeBhDZGkGbynYwcHlctCvnjTYIamk7uXpHI=
+golang.org/x/exp v0.0.0-20240119083558-1b970713d09a h1:Q8/wZp0KX97QFTc2ywcOE0YRjZPVIx+MXInMzdvQqcA=
+golang.org/x/exp v0.0.0-20240119083558-1b970713d09a/go.mod h1:idGWGoKP1toJGkd5/ig9ZLuPcZBC3ewk7SzmH0uou08=
 golang.org/x/image v0.0.0-20190227222117-0694c2d4d067/go.mod h1:kZ7UVZpmo3dzQBMxlp+ypCbDeSB+sBbTgSJuh5dn5js=
 golang.org/x/image v0.0.0-20190802002840-cff245a6509b/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
 golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
@@ -900,16 +919,16 @@ golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug
 golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
 golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg=
 golang.org/x/net v0.17.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE=
-golang.org/x/net v0.19.0 h1:zTwKpTd2XuCqf8huc7Fo2iSy+4RHPd10s4KzeTnVr1c=
-golang.org/x/net v0.19.0/go.mod h1:CfAk/cbD4CthTvqiEl8NpboMuiuOYsAr/7NOjZJtv1U=
+golang.org/x/net v0.20.0 h1:aCL9BSgETF1k+blQaYUBx9hJ9LOGP3gAVemcZlf1Kpo=
+golang.org/x/net v0.20.0/go.mod h1:z8BVo6PvndSri0LbOE3hAn0apkU+1YvI6E70E9jsnvY=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
 golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
 golang.org/x/oauth2 v0.0.0-20191202225959-858c2ad4c8b6/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
 golang.org/x/oauth2 v0.0.0-20200107190931-bf48bf16ab8d/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
 golang.org/x/oauth2 v0.0.0-20210514164344-f6687ab2804c/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A=
-golang.org/x/oauth2 v0.15.0 h1:s8pnnxNVzjWyrvYdFUQq5llS1PX2zhPXmccZv99h7uQ=
-golang.org/x/oauth2 v0.15.0/go.mod h1:q48ptWNTY5XWf+JNten23lcvHpLJ0ZSxF5ttTHKVCAM=
+golang.org/x/oauth2 v0.16.0 h1:aDkGMBSYxElaoP81NpoUoz2oo2R2wHdZpGToUxfyQrQ=
+golang.org/x/oauth2 v0.16.0/go.mod h1:hqZ+0LWXsiVoZpeld6jVt06P3adbS2Uu911W1SsJv2o=
 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -924,8 +943,8 @@ golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJ
 golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
-golang.org/x/sync v0.5.0 h1:60k92dhOjHxJkrqnwsfl8KuaHbn/5dl0lUPUklKo3qE=
-golang.org/x/sync v0.5.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
+golang.org/x/sync v0.6.0 h1:5BMeUDZ7vkXGfEr1x9B4bRcTH4lpkTkpdh0T/J+qjbQ=
+golang.org/x/sync v0.6.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
 golang.org/x/sys v0.0.0-20180823144017-11551d06cbcc/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
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@@ -980,28 +999,29 @@ golang.org/x/sys v0.0.0-20210420072515-93ed5bcd2bfe/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20210603081109-ebe580a85c40/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
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 golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
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-golang.org/x/sys v0.15.0 h1:h48lPFYpsTvQJZF4EKyI4aLHaev3CxivZmv7yZig9pc=
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-golang.org/x/term v0.15.0 h1:y/Oo/a/q3IXu26lQgl04j/gjuBDOBlx7X6Om1j2CPW4=
-golang.org/x/term v0.15.0/go.mod h1:BDl952bC7+uMoWR75FIrCDx79TPU9oHkTZ9yRbYOrX0=
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+golang.org/x/term v0.16.0/go.mod h1:yn7UURbUtPyrVJPGPq404EukNFxcm/foM+bV/bfcDsY=
 golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
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@@ -1077,8 +1097,8 @@ golang.org/x/tools v0.0.0-20200825202427-b303f430e36d/go.mod h1:njjCfa9FT2d7l9Bc
 golang.org/x/tools v0.0.0-20210106214847-113979e3529a/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA=
 golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
 golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
-golang.org/x/tools v0.16.0 h1:GO788SKMRunPIBCXiQyo2AaexLstOrVhuAL5YwsckQM=
-golang.org/x/tools v0.16.0/go.mod h1:kYVVN6I1mBNoB1OX+noeBjbRk4IUEPa7JJ+TJMEooJ0=
+golang.org/x/tools v0.17.0 h1:FvmRgNOcs3kOa+T20R1uhfP9F6HgG2mfxDv1vrx1Htc=
+golang.org/x/tools v0.17.0/go.mod h1:xsh6VxdV005rRVaS6SSAf9oiAqljS7UZUacMZ8Bnsps=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
@@ -1098,8 +1118,8 @@ google.golang.org/api v0.20.0/go.mod h1:BwFmGc8tA3vsd7r/7kR8DY7iEEGSU04BFxCo5jP/
 google.golang.org/api v0.22.0/go.mod h1:BwFmGc8tA3vsd7r/7kR8DY7iEEGSU04BFxCo5jP/sfE=
 google.golang.org/api v0.24.0/go.mod h1:lIXQywCXRcnZPGlsd8NbLnOjtAoL6em04bJ9+z0MncE=
 google.golang.org/api v0.28.0/go.mod h1:lIXQywCXRcnZPGlsd8NbLnOjtAoL6em04bJ9+z0MncE=
-google.golang.org/api v0.153.0 h1:N1AwGhielyKFaUqH07/ZSIQR3uNPcV7NVw0vj+j4iR4=
-google.golang.org/api v0.153.0/go.mod h1:3qNJX5eOmhiWYc67jRA/3GsDw97UFb5ivv7Y2PrriAY=
+google.golang.org/api v0.157.0 h1:ORAeqmbrrozeyw5NjnMxh7peHO0UzV4wWYSwZeCUb20=
+google.golang.org/api v0.157.0/go.mod h1:+z4v4ufbZ1WEpld6yMGHyggs+PmAHiaLNj5ytP3N01g=
 google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
 google.golang.org/appengine v1.2.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
 google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
@@ -1107,8 +1127,8 @@ google.golang.org/appengine v1.5.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7
 google.golang.org/appengine v1.6.1/go.mod h1:i06prIuMbXzDqacNJfV5OdTW448YApPu5ww/cMBSeb0=
 google.golang.org/appengine v1.6.5/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc=
 google.golang.org/appengine v1.6.6/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc=
-google.golang.org/appengine v1.6.7 h1:FZR1q0exgwxzPzp/aF+VccGrSfxfPpkBqjIIEq3ru6c=
-google.golang.org/appengine v1.6.7/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc=
+google.golang.org/appengine v1.6.8 h1:IhEN5q69dyKagZPYMSdIjS2HqprW324FRQZJcGqPAsM=
+google.golang.org/appengine v1.6.8/go.mod h1:1jJ3jBArFh5pcgW8gCtRJnepW8FzD1V44FJffLiz/Ds=
 google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc=
 google.golang.org/genproto v0.0.0-20190307195333-5fe7a883aa19/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE=
 google.golang.org/genproto v0.0.0-20190418145605-e7d98fc518a7/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE=
@@ -1138,12 +1158,12 @@ google.golang.org/genproto v0.0.0-20200515170657-fc4c6c6a6587/go.mod h1:YsZOwe1m
 google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
 google.golang.org/genproto v0.0.0-20200618031413-b414f8b61790/go.mod h1:jDfRM7FcilCzHH/e9qn6dsT145K34l5v+OpcnNgKAAA=
 google.golang.org/genproto v0.0.0-20200825200019-8632dd797987/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no=
-google.golang.org/genproto v0.0.0-20231120223509-83a465c0220f h1:Vn+VyHU5guc9KjB5KrjI2q0wCOWEOIh0OEsleqakHJg=
-google.golang.org/genproto v0.0.0-20231120223509-83a465c0220f/go.mod h1:nWSwAFPb+qfNJXsoeO3Io7zf4tMSfN8EA8RlDA04GhY=
-google.golang.org/genproto/googleapis/api v0.0.0-20231127180814-3a041ad873d4 h1:ZcOkrmX74HbKFYnpPY8Qsw93fC29TbJXspYKaBkSXDQ=
-google.golang.org/genproto/googleapis/api v0.0.0-20231127180814-3a041ad873d4/go.mod h1:k2dtGpRrbsSyKcNPKKI5sstZkrNCZwpU/ns96JoHbGg=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20231120223509-83a465c0220f h1:ultW7fxlIvee4HYrtnaRPon9HpEgFk5zYpmfMgtKB5I=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20231120223509-83a465c0220f/go.mod h1:L9KNLi232K1/xB6f7AlSX692koaRnKaWSR0stBki0Yc=
+google.golang.org/genproto v0.0.0-20240102182953-50ed04b92917 h1:nz5NESFLZbJGPFxDT/HCn+V1mZ8JGNoY4nUpmW/Y2eg=
+google.golang.org/genproto v0.0.0-20240102182953-50ed04b92917/go.mod h1:pZqR+glSb11aJ+JQcczCvgf47+duRuzNSKqE8YAQnV0=
+google.golang.org/genproto/googleapis/api v0.0.0-20240116215550-a9fa1716bcac h1:OZkkudMUu9LVQMCoRUbI/1p5VCo9BOrlvkqMvWtqa6s=
+google.golang.org/genproto/googleapis/api v0.0.0-20240116215550-a9fa1716bcac/go.mod h1:B5xPO//w8qmBDjGReYLpR6UJPnkldGkCSMoH/2vxJeg=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20240116215550-a9fa1716bcac h1:nUQEQmH/csSvFECKYRv6HWEyypysidKl2I6Qpsglq/0=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20240116215550-a9fa1716bcac/go.mod h1:daQN87bsDqDoe316QbbvX60nMoJQa4r6Ds0ZuoAe5yA=
 google.golang.org/grpc v1.17.0/go.mod h1:6QZJwpn2B+Zp71q/5VxRsJ6NXXVCE5NRUHRo+f3cWCs=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.20.0/go.mod h1:chYK+tFQF0nDUGJgXMSgLCQk3phJEuONr2DCgLDdAQM=
@@ -1162,8 +1182,8 @@ google.golang.org/grpc v1.29.1/go.mod h1:itym6AZVZYACWQqET3MqgPpjcuV5QH3BxFS3Iji
 google.golang.org/grpc v1.31.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak=
 google.golang.org/grpc v1.33.1/go.mod h1:fr5YgcSWrqhRRxogOsw7RzIpsmvOZ6IcH4kBYTpR3n0=
 google.golang.org/grpc v1.33.2/go.mod h1:JMHMWHQWaTccqQQlmk3MJZS+GWXOdAesneDmEnv2fbc=
-google.golang.org/grpc v1.59.0 h1:Z5Iec2pjwb+LEOqzpB2MR12/eKFhDPhuqW91O+4bwUk=
-google.golang.org/grpc v1.59.0/go.mod h1:aUPDwccQo6OTjy7Hct4AfBPD1GptF4fyUjIkQ9YtF98=
+google.golang.org/grpc v1.61.0 h1:TOvOcuXn30kRao+gfcvsebNEa5iZIiLkisYEkf7R7o0=
+google.golang.org/grpc v1.61.0/go.mod h1:VUbo7IFqmF1QtCAstipjG0GIoq49KvMe9+h1jFLBNJs=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
 google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
 google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
@@ -1176,8 +1196,8 @@ google.golang.org/protobuf v1.24.0/go.mod h1:r/3tXBNzIEhYS9I1OUVjXDlt8tc493IdKGj
 google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
 google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
 google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
-google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8=
-google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
+google.golang.org/protobuf v1.32.0 h1:pPC6BG5ex8PDFnkbrGU3EixyhKcQ2aDuBS36lqK/C7I=
+google.golang.org/protobuf v1.32.0/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
 gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
@@ -1223,23 +1243,23 @@ honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWh
 honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg=
 honnef.co/go/tools v0.0.1-2020.1.3/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
 honnef.co/go/tools v0.0.1-2020.1.4/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
-k8s.io/api v0.28.4 h1:8ZBrLjwosLl/NYgv1P7EQLqoO8MGQApnbgH8tu3BMzY=
-k8s.io/api v0.28.4/go.mod h1:axWTGrY88s/5YE+JSt4uUi6NMM+gur1en2REMR7IRj0=
-k8s.io/apimachinery v0.28.4 h1:zOSJe1mc+GxuMnFzD4Z/U1wst50X28ZNsn5bhgIIao8=
-k8s.io/apimachinery v0.28.4/go.mod h1:wI37ncBvfAoswfq626yPTe6Bz1c22L7uaJ8dho83mgg=
-k8s.io/client-go v0.28.4 h1:Np5ocjlZcTrkyRJ3+T3PkXDpe4UpatQxj85+xjaD2wY=
-k8s.io/client-go v0.28.4/go.mod h1:0VDZFpgoZfelyP5Wqu0/r/TRYcLYuJ2U1KEeoaPa1N4=
-k8s.io/kube-openapi v0.0.0-20230717233707-2695361300d9 h1:LyMgNKD2P8Wn1iAwQU5OhxCKlKJy0sHc+PcDwFB24dQ=
-k8s.io/kube-openapi v0.0.0-20230717233707-2695361300d9/go.mod h1:wZK2AVp1uHCp4VamDVgBP2COHZjqD1T68Rf0CM3YjSM=
-k8s.io/utils v0.0.0-20230711102312-30195339c3c7 h1:ZgnF1KZsYxWIifwSNZFZgNtWE89WI5yiP5WwlfDoIyc=
-k8s.io/utils v0.0.0-20230711102312-30195339c3c7/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0=
+k8s.io/api v0.28.6 h1:yy6u9CuIhmg55YvF/BavPBBXB+5QicB64njJXxVnzLo=
+k8s.io/api v0.28.6/go.mod h1:AM6Ys6g9MY3dl/XNaNfg/GePI0FT7WBGu8efU/lirAo=
+k8s.io/apimachinery v0.28.6 h1:RsTeR4z6S07srPg6XYrwXpTJVMXsjPXn0ODakMytSW0=
+k8s.io/apimachinery v0.28.6/go.mod h1:QFNX/kCl/EMT2WTSz8k4WLCv2XnkOLMaL8GAVRMdpsA=
+k8s.io/client-go v0.28.6 h1:Gge6ziyIdafRchfoBKcpaARuz7jfrK1R1azuwORIsQI=
+k8s.io/client-go v0.28.6/go.mod h1:+nu0Yp21Oeo/cBCsprNVXB2BfJTV51lFfe5tXl2rUL8=
+k8s.io/kube-openapi v0.0.0-20231010175941-2dd684a91f00 h1:aVUu9fTY98ivBPKR9Y5w/AuzbMm96cd3YHRTU83I780=
+k8s.io/kube-openapi v0.0.0-20231010175941-2dd684a91f00/go.mod h1:AsvuZPBlUDVuCdzJ87iajxtXuR9oktsTctW/R9wwouA=
+k8s.io/utils v0.0.0-20230726121419-3b25d923346b h1:sgn3ZU783SCgtaSJjpcVVlRqd6GSnlTLKgpAAttJvpI=
+k8s.io/utils v0.0.0-20230726121419-3b25d923346b/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0=
 rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8=
 rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0=
 rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA=
 sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd h1:EDPBXCAspyGV4jQlpZSudPeMmr1bNJefnuqLsRAsHZo=
 sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd/go.mod h1:B8JuhiUyNFVKdsE8h686QcCxMaH6HrOAZj4vswFpcB0=
-sigs.k8s.io/structured-merge-diff/v4 v4.3.0 h1:UZbZAZfX0wV2zr7YZorDz6GXROfDFj6LvqCRm4VUVKk=
-sigs.k8s.io/structured-merge-diff/v4 v4.3.0/go.mod h1:N8hJocpFajUSSeSJ9bOZ77VzejKZaXsTtZo4/u7Io08=
+sigs.k8s.io/structured-merge-diff/v4 v4.4.1 h1:150L+0vs/8DA78h1u02ooW1/fFq/Lwr+sGiqlzvrtq4=
+sigs.k8s.io/structured-merge-diff/v4 v4.4.1/go.mod h1:N8hJocpFajUSSeSJ9bOZ77VzejKZaXsTtZo4/u7Io08=
 sigs.k8s.io/yaml v1.1.0/go.mod h1:UJmg0vDUVViEyp3mgSv9WPwZCDxu4rQW1olrI1uml+o=
 sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo=
 sigs.k8s.io/yaml v1.3.0/go.mod h1:GeOyir5tyXNByN85N/dRIT9es5UQNerPYEKK56eTBm8=
diff --git a/model/histogram/float_histogram.go b/model/histogram/float_histogram.go
index 64c7b797a19..19a92b3d5a5 100644
--- a/model/histogram/float_histogram.go
+++ b/model/histogram/float_histogram.go
@@ -53,21 +53,28 @@ type FloatHistogram struct {
 
 // Copy returns a deep copy of the Histogram.
 func (h *FloatHistogram) Copy() *FloatHistogram {
-	c := *h
+	c := FloatHistogram{
+		CounterResetHint: h.CounterResetHint,
+		Schema:           h.Schema,
+		ZeroThreshold:    h.ZeroThreshold,
+		ZeroCount:        h.ZeroCount,
+		Count:            h.Count,
+		Sum:              h.Sum,
+	}
 
-	if h.PositiveSpans != nil {
+	if len(h.PositiveSpans) != 0 {
 		c.PositiveSpans = make([]Span, len(h.PositiveSpans))
 		copy(c.PositiveSpans, h.PositiveSpans)
 	}
-	if h.NegativeSpans != nil {
+	if len(h.NegativeSpans) != 0 {
 		c.NegativeSpans = make([]Span, len(h.NegativeSpans))
 		copy(c.NegativeSpans, h.NegativeSpans)
 	}
-	if h.PositiveBuckets != nil {
+	if len(h.PositiveBuckets) != 0 {
 		c.PositiveBuckets = make([]float64, len(h.PositiveBuckets))
 		copy(c.PositiveBuckets, h.PositiveBuckets)
 	}
-	if h.NegativeBuckets != nil {
+	if len(h.NegativeBuckets) != 0 {
 		c.NegativeBuckets = make([]float64, len(h.NegativeBuckets))
 		copy(c.NegativeBuckets, h.NegativeBuckets)
 	}
@@ -75,6 +82,29 @@ func (h *FloatHistogram) Copy() *FloatHistogram {
 	return &c
 }
 
+// CopyTo makes a deep copy into the given FloatHistogram.
+// The destination object has to be a non-nil pointer.
+func (h *FloatHistogram) CopyTo(to *FloatHistogram) {
+	to.CounterResetHint = h.CounterResetHint
+	to.Schema = h.Schema
+	to.ZeroThreshold = h.ZeroThreshold
+	to.ZeroCount = h.ZeroCount
+	to.Count = h.Count
+	to.Sum = h.Sum
+
+	to.PositiveSpans = resize(to.PositiveSpans, len(h.PositiveSpans))
+	copy(to.PositiveSpans, h.PositiveSpans)
+
+	to.NegativeSpans = resize(to.NegativeSpans, len(h.NegativeSpans))
+	copy(to.NegativeSpans, h.NegativeSpans)
+
+	to.PositiveBuckets = resize(to.PositiveBuckets, len(h.PositiveBuckets))
+	copy(to.PositiveBuckets, h.PositiveBuckets)
+
+	to.NegativeBuckets = resize(to.NegativeBuckets, len(h.NegativeBuckets))
+	copy(to.NegativeBuckets, h.NegativeBuckets)
+}
+
 // CopyToSchema works like Copy, but the returned deep copy has the provided
 // target schema, which must be ≤ the original schema (i.e. it must have a lower
 // resolution).
@@ -469,8 +499,8 @@ func (h *FloatHistogram) DetectReset(previous *FloatHistogram) bool {
 	// is a counter reset or not.
 	// We do the same if the CounterResetHint is GaugeType, which should not happen, but PromQL still
 	// allows the user to apply functions to gauge histograms that are only meant for counter histograms.
-	// In this case, we treat the gauge histograms as a counter histograms
-	// (and we plan to return a warning about it to the user).
+	// In this case, we treat the gauge histograms as counter histograms. A warning should be returned
+	// to the user in this case.
 	if h.Count < previous.Count {
 		return true
 	}
diff --git a/model/histogram/histogram.go b/model/histogram/histogram.go
index f4d292b344f..d40adeb6209 100644
--- a/model/histogram/histogram.go
+++ b/model/histogram/histogram.go
@@ -83,7 +83,14 @@ type Span struct {
 
 // Copy returns a deep copy of the Histogram.
 func (h *Histogram) Copy() *Histogram {
-	c := *h
+	c := Histogram{
+		CounterResetHint: h.CounterResetHint,
+		Schema:           h.Schema,
+		ZeroThreshold:    h.ZeroThreshold,
+		ZeroCount:        h.ZeroCount,
+		Count:            h.Count,
+		Sum:              h.Sum,
+	}
 
 	if len(h.PositiveSpans) != 0 {
 		c.PositiveSpans = make([]Span, len(h.PositiveSpans))
@@ -105,6 +112,29 @@ func (h *Histogram) Copy() *Histogram {
 	return &c
 }
 
+// CopyTo makes a deep copy into the given Histogram object.
+// The destination object has to be a non-nil pointer.
+func (h *Histogram) CopyTo(to *Histogram) {
+	to.CounterResetHint = h.CounterResetHint
+	to.Schema = h.Schema
+	to.ZeroThreshold = h.ZeroThreshold
+	to.ZeroCount = h.ZeroCount
+	to.Count = h.Count
+	to.Sum = h.Sum
+
+	to.PositiveSpans = resize(to.PositiveSpans, len(h.PositiveSpans))
+	copy(to.PositiveSpans, h.PositiveSpans)
+
+	to.NegativeSpans = resize(to.NegativeSpans, len(h.NegativeSpans))
+	copy(to.NegativeSpans, h.NegativeSpans)
+
+	to.PositiveBuckets = resize(to.PositiveBuckets, len(h.PositiveBuckets))
+	copy(to.PositiveBuckets, h.PositiveBuckets)
+
+	to.NegativeBuckets = resize(to.NegativeBuckets, len(h.NegativeBuckets))
+	copy(to.NegativeBuckets, h.NegativeBuckets)
+}
+
 // String returns a string representation of the Histogram.
 func (h *Histogram) String() string {
 	var sb strings.Builder
diff --git a/model/labels/labels.go b/model/labels/labels.go
index bf67224bbab..b6663dad244 100644
--- a/model/labels/labels.go
+++ b/model/labels/labels.go
@@ -342,6 +342,19 @@ func (ls Labels) Validate(f func(l Label) error) error {
 	return nil
 }
 
+// DropMetricName returns Labels with "__name__" removed.
+func (ls Labels) DropMetricName() Labels {
+	for i, l := range ls {
+		if l.Name == MetricName {
+			if i == 0 { // Make common case fast with no allocations.
+				return ls[1:]
+			}
+			return append(ls[:i], ls[i+1:]...)
+		}
+	}
+	return ls
+}
+
 // InternStrings calls intern on every string value inside ls, replacing them with what it returns.
 func (ls *Labels) InternStrings(intern func(string) string) {
 	for i, l := range *ls {
diff --git a/model/labels/labels_stringlabels.go b/model/labels/labels_stringlabels.go
index d79a836796b..f53c3b2d058 100644
--- a/model/labels/labels_stringlabels.go
+++ b/model/labels/labels_stringlabels.go
@@ -429,6 +429,27 @@ func (ls Labels) Validate(f func(l Label) error) error {
 	return nil
 }
 
+// DropMetricName returns Labels with "__name__" removed.
+func (ls Labels) DropMetricName() Labels {
+	for i := 0; i < len(ls.data); {
+		lName, i2 := decodeString(ls.data, i)
+		size, i2 := decodeSize(ls.data, i2)
+		i2 += size
+		if lName == MetricName {
+			if i == 0 { // Make common case fast with no allocations.
+				ls.data = ls.data[i2:]
+			} else {
+				ls.data = ls.data[:i] + ls.data[i2:]
+			}
+			break
+		} else if lName[0] > MetricName[0] { // Stop looking if we've gone past.
+			break
+		}
+		i = i2
+	}
+	return ls
+}
+
 // InternStrings calls intern on every string value inside ls, replacing them with what it returns.
 func (ls *Labels) InternStrings(intern func(string) string) {
 	ls.data = intern(ls.data)
diff --git a/model/labels/sharding.go b/model/labels/sharding.go
new file mode 100644
index 00000000000..6b4119860a8
--- /dev/null
+++ b/model/labels/sharding.go
@@ -0,0 +1,47 @@
+// Copyright 2020 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+//go:build !stringlabels
+
+package labels
+
+import (
+	"github.com/cespare/xxhash/v2"
+)
+
+// StableHash is a labels hashing implementation which is guaranteed to not change over time.
+// This function should be used whenever labels hashing backward compatibility must be guaranteed.
+func StableHash(ls Labels) uint64 {
+	// Use xxhash.Sum64(b) for fast path as it's faster.
+	b := make([]byte, 0, 1024)
+	for i, v := range ls {
+		if len(b)+len(v.Name)+len(v.Value)+2 >= cap(b) {
+			// If labels entry is 1KB+ do not allocate whole entry.
+			h := xxhash.New()
+			_, _ = h.Write(b)
+			for _, v := range ls[i:] {
+				_, _ = h.WriteString(v.Name)
+				_, _ = h.Write(seps)
+				_, _ = h.WriteString(v.Value)
+				_, _ = h.Write(seps)
+			}
+			return h.Sum64()
+		}
+
+		b = append(b, v.Name...)
+		b = append(b, seps[0])
+		b = append(b, v.Value...)
+		b = append(b, seps[0])
+	}
+	return xxhash.Sum64(b)
+}
diff --git a/model/labels/sharding_stringlabels.go b/model/labels/sharding_stringlabels.go
new file mode 100644
index 00000000000..3ad2027d8cd
--- /dev/null
+++ b/model/labels/sharding_stringlabels.go
@@ -0,0 +1,54 @@
+// Copyright 2020 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+//go:build stringlabels
+
+package labels
+
+import (
+	"github.com/cespare/xxhash/v2"
+)
+
+// StableHash is a labels hashing implementation which is guaranteed to not change over time.
+// This function should be used whenever labels hashing backward compatibility must be guaranteed.
+func StableHash(ls Labels) uint64 {
+	// Use xxhash.Sum64(b) for fast path as it's faster.
+	b := make([]byte, 0, 1024)
+	var h *xxhash.Digest
+	for i := 0; i < len(ls.data); {
+		var v Label
+		v.Name, i = decodeString(ls.data, i)
+		v.Value, i = decodeString(ls.data, i)
+		if h == nil && len(b)+len(v.Name)+len(v.Value)+2 >= cap(b) {
+			// If labels entry is 1KB+, switch to Write API. Copy in the values up to this point.
+			h = xxhash.New()
+			_, _ = h.Write(b)
+		}
+		if h != nil {
+			_, _ = h.WriteString(v.Name)
+			_, _ = h.Write(seps)
+			_, _ = h.WriteString(v.Value)
+			_, _ = h.Write(seps)
+			continue
+		}
+
+		b = append(b, v.Name...)
+		b = append(b, seps[0])
+		b = append(b, v.Value...)
+		b = append(b, seps[0])
+	}
+	if h != nil {
+		return h.Sum64()
+	}
+	return xxhash.Sum64(b)
+}
diff --git a/model/textparse/openmetricsparse.go b/model/textparse/openmetricsparse.go
index ddfbe4fc5c2..4c15ff5fc04 100644
--- a/model/textparse/openmetricsparse.go
+++ b/model/textparse/openmetricsparse.go
@@ -136,7 +136,6 @@ func (p *OpenMetricsParser) Type() ([]byte, model.MetricType) {
 // Must only be called after Next returned a unit entry.
 // The returned byte slices become invalid after the next call to Next.
 func (p *OpenMetricsParser) Unit() ([]byte, []byte) {
-	// The Prometheus format does not have units.
 	return p.l.b[p.offsets[0]:p.offsets[1]], p.text
 }
 
diff --git a/model/textparse/protobufparse.go b/model/textparse/protobufparse.go
index 534bbebb203..2c9c384b6b5 100644
--- a/model/textparse/protobufparse.go
+++ b/model/textparse/protobufparse.go
@@ -269,10 +269,11 @@ func (p *ProtobufParser) Type() ([]byte, model.MetricType) {
 	return n, model.MetricTypeUnknown
 }
 
-// Unit always returns (nil, nil) because units aren't supported by the protobuf
-// format.
+// Unit returns the metric unit in the current entry.
+// Must only be called after Next returned a unit entry.
+// The returned byte slices become invalid after the next call to Next.
 func (p *ProtobufParser) Unit() ([]byte, []byte) {
-	return nil, nil
+	return p.metricBytes.Bytes(), []byte(p.mf.GetUnit())
 }
 
 // Comment always returns nil because comments aren't supported by the protobuf
@@ -422,6 +423,16 @@ func (p *ProtobufParser) Next() (Entry, error) {
 		default:
 			return EntryInvalid, fmt.Errorf("unknown metric type for metric %q: %s", name, p.mf.GetType())
 		}
+		unit := p.mf.GetUnit()
+		if len(unit) > 0 {
+			if p.mf.GetType() == dto.MetricType_COUNTER && strings.HasSuffix(name, "_total") {
+				if !strings.HasSuffix(name[:len(name)-6], unit) || len(name)-6 < len(unit)+1 || name[len(name)-6-len(unit)-1] != '_' {
+					return EntryInvalid, fmt.Errorf("unit %q not a suffix of counter %q", unit, name)
+				}
+			} else if !strings.HasSuffix(name, unit) || len(name) < len(unit)+1 || name[len(name)-len(unit)-1] != '_' {
+				return EntryInvalid, fmt.Errorf("unit %q not a suffix of metric %q", unit, name)
+			}
+		}
 		p.metricBytes.Reset()
 		p.metricBytes.WriteString(name)
 
diff --git a/plugins/generate.go b/plugins/generate.go
index 32a32d890b6..3db6de4ab03 100644
--- a/plugins/generate.go
+++ b/plugins/generate.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build plugins
-// +build plugins
 
 package main
 
diff --git a/prompb/io/prometheus/client/metrics.pb.go b/prompb/io/prometheus/client/metrics.pb.go
index 702ee62fce4..17cab6081e2 100644
--- a/prompb/io/prometheus/client/metrics.pb.go
+++ b/prompb/io/prometheus/client/metrics.pb.go
@@ -438,11 +438,13 @@ type Histogram struct {
 	// Use either "positive_delta" or "positive_count", the former for
 	// regular histograms with integer counts, the latter for float
 	// histograms.
-	PositiveDelta        []int64   `protobuf:"zigzag64,13,rep,packed,name=positive_delta,json=positiveDelta,proto3" json:"positive_delta,omitempty"`
-	PositiveCount        []float64 `protobuf:"fixed64,14,rep,packed,name=positive_count,json=positiveCount,proto3" json:"positive_count,omitempty"`
-	XXX_NoUnkeyedLiteral struct{}  `json:"-"`
-	XXX_unrecognized     []byte    `json:"-"`
-	XXX_sizecache        int32     `json:"-"`
+	PositiveDelta []int64   `protobuf:"zigzag64,13,rep,packed,name=positive_delta,json=positiveDelta,proto3" json:"positive_delta,omitempty"`
+	PositiveCount []float64 `protobuf:"fixed64,14,rep,packed,name=positive_count,json=positiveCount,proto3" json:"positive_count,omitempty"`
+	// Only used for native histograms. These exemplars MUST have a timestamp.
+	Exemplars            []*Exemplar `protobuf:"bytes,16,rep,name=exemplars,proto3" json:"exemplars,omitempty"`
+	XXX_NoUnkeyedLiteral struct{}    `json:"-"`
+	XXX_unrecognized     []byte      `json:"-"`
+	XXX_sizecache        int32       `json:"-"`
 }
 
 func (m *Histogram) Reset()         { *m = Histogram{} }
@@ -583,6 +585,13 @@ func (m *Histogram) GetPositiveCount() []float64 {
 	return nil
 }
 
+func (m *Histogram) GetExemplars() []*Exemplar {
+	if m != nil {
+		return m.Exemplars
+	}
+	return nil
+}
+
 type Bucket struct {
 	CumulativeCount      uint64    `protobuf:"varint,1,opt,name=cumulative_count,json=cumulativeCount,proto3" json:"cumulative_count,omitempty"`
 	CumulativeCountFloat float64   `protobuf:"fixed64,4,opt,name=cumulative_count_float,json=cumulativeCountFloat,proto3" json:"cumulative_count_float,omitempty"`
@@ -973,68 +982,69 @@ func init() {
 }
 
 var fileDescriptor_d1e5ddb18987a258 = []byte{
-	// 969 bytes of a gzipped FileDescriptorProto
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+	// 982 bytes of a gzipped FileDescriptorProto
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+	0xca, 0x82, 0x87, 0xba, 0xe0, 0xe1, 0x4c, 0x33, 0xb0, 0xa5, 0x44, 0x05, 0xe2, 0x1c, 0x43, 0xfb,
+	0xeb, 0x9c, 0x44, 0xcc, 0x0f, 0x28, 0xda, 0x87, 0xf6, 0x77, 0xea, 0x5a, 0x39, 0x2d, 0xd6, 0x57,
+	0x33, 0x28, 0x8a, 0xfc, 0xdd, 0x80, 0xd6, 0x34, 0x0f, 0x43, 0x92, 0x5e, 0xa0, 0xb7, 0x61, 0x27,
+	0x23, 0x61, 0x12, 0x50, 0x77, 0xc9, 0xcb, 0x16, 0x3b, 0xd4, 0x71, 0x47, 0x62, 0x22, 0x09, 0x74,
+	0x00, 0xa0, 0x28, 0x59, 0x1e, 0xaa, 0x9d, 0x4c, 0x89, 0x4c, 0xf3, 0x10, 0x7d, 0xb1, 0x71, 0x7e,
+	0x6d, 0x50, 0xdb, 0x1e, 0x88, 0x76, 0x7c, 0x5a, 0x7f, 0xf5, 0x47, 0xff, 0xd6, 0x86, 0xcb, 0xca,
+	0x58, 0xea, 0xff, 0x21, 0x96, 0x3e, 0xb4, 0xe6, 0x11, 0xbb, 0x48, 0xe8, 0x6a, 0xcb, 0xe3, 0xfd,
+	0xab, 0x01, 0xe6, 0x63, 0x3f, 0x63, 0xb1, 0x97, 0x92, 0xf0, 0xdf, 0xd4, 0xfe, 0x3e, 0xa0, 0x4d,
+	0x8a, 0x7b, 0x1e, 0xc4, 0x84, 0x09, 0x6f, 0x06, 0xb6, 0x36, 0x88, 0x8f, 0x38, 0xfe, 0x4f, 0x49,
+	0xdd, 0x87, 0xe6, 0x22, 0x5f, 0x7e, 0x4b, 0x99, 0xca, 0xe9, 0xad, 0xea, 0x9c, 0x4e, 0x05, 0x47,
+	0xa5, 0xa4, 0x14, 0xd5, 0x19, 0xdd, 0xb9, 0x79, 0x46, 0xe8, 0x2e, 0x34, 0xb3, 0xe5, 0x9a, 0x86,
+	0xc4, 0x6e, 0x0c, 0x8c, 0xa3, 0x3d, 0xac, 0x56, 0xe8, 0x1d, 0xd8, 0xfd, 0x81, 0xa6, 0xb1, 0xcb,
+	0xd6, 0x29, 0xcd, 0xd6, 0x71, 0xb0, 0xb2, 0x9b, 0xc2, 0x7f, 0x97, 0xa3, 0x33, 0x0d, 0xf2, 0x12,
+	0x05, 0x4d, 0x26, 0xd6, 0x12, 0x89, 0x99, 0x1c, 0x91, 0x79, 0x1d, 0x81, 0x55, 0xde, 0x56, 0x69,
+	0xb5, 0xc5, 0x3e, 0xbb, 0x05, 0x49, 0x66, 0xf5, 0x04, 0xba, 0x11, 0xf5, 0x08, 0xf3, 0x5f, 0x52,
+	0x37, 0x4b, 0x48, 0x64, 0x9b, 0x22, 0x93, 0xc1, 0x75, 0x99, 0x4c, 0x13, 0x12, 0xa9, 0x5c, 0x76,
+	0xb4, 0x98, 0x63, 0xdc, 0x7c, 0xb1, 0xd9, 0x8a, 0x06, 0x8c, 0xd8, 0x30, 0xa8, 0x1d, 0x21, 0x5c,
+	0x1c, 0xf1, 0x90, 0x83, 0x57, 0x68, 0xb2, 0x80, 0xce, 0xa0, 0xc6, 0x6b, 0xd4, 0xa8, 0x2c, 0xe2,
+	0x09, 0x74, 0x93, 0x38, 0xf3, 0x4b, 0x6b, 0x3b, 0x37, 0xb3, 0xa6, 0xc5, 0xda, 0x5a, 0xb1, 0x99,
+	0xb4, 0xd6, 0x95, 0xd6, 0x34, 0x5a, 0x58, 0x2b, 0x68, 0xd2, 0xda, 0xae, 0xb4, 0xa6, 0x51, 0x69,
+	0xed, 0x18, 0x4c, 0xdd, 0x4d, 0x32, 0xdb, 0xba, 0xee, 0x6b, 0x2b, 0xda, 0x4f, 0x29, 0x70, 0x7e,
+	0x35, 0xa0, 0x29, 0xed, 0xa2, 0x77, 0xc1, 0x5a, 0xe6, 0x61, 0x1e, 0x6c, 0x86, 0x21, 0xdf, 0xff,
+	0x3b, 0x25, 0x2e, 0xcf, 0xbc, 0x07, 0x77, 0x5f, 0xa7, 0x5e, 0xf9, 0x0e, 0x7a, 0xaf, 0x09, 0xe4,
+	0xf3, 0xed, 0x43, 0x27, 0x4f, 0x12, 0x9a, 0xba, 0x8b, 0x38, 0x8f, 0x56, 0xea, 0x63, 0x00, 0x01,
+	0x9d, 0x72, 0xe4, 0x4a, 0x23, 0xad, 0xdd, 0xac, 0x91, 0x3a, 0xc7, 0x00, 0x65, 0xec, 0xfc, 0x95,
+	0x8e, 0xcf, 0xcf, 0x33, 0x2a, 0x2b, 0xd8, 0xc3, 0x6a, 0xc5, 0xf1, 0x80, 0x46, 0x1e, 0x5b, 0x8b,
+	0xd3, 0xbb, 0x58, 0xad, 0x9c, 0x9f, 0x0c, 0x68, 0xeb, 0x4d, 0xd1, 0x67, 0xd0, 0x08, 0xf8, 0x1c,
+	0xb1, 0x0d, 0x91, 0x66, 0xbf, 0xda, 0x43, 0x31, 0x6a, 0xd4, 0x33, 0x96, 0x9a, 0xea, 0xfe, 0x8a,
+	0x3e, 0x05, 0xf3, 0x26, 0xed, 0xbd, 0x24, 0x3b, 0x3f, 0xd6, 0xa0, 0x39, 0x11, 0x33, 0xf3, 0xff,
+	0xf9, 0xfa, 0x00, 0x1a, 0x1e, 0x9f, 0x72, 0x6a, 0x42, 0xbd, 0x59, 0x2d, 0x16, 0x83, 0x10, 0x4b,
+	0x26, 0xfa, 0x04, 0x5a, 0x4b, 0x39, 0xf8, 0x94, 0xe5, 0x83, 0x6a, 0x91, 0x9a, 0x8e, 0x58, 0xb3,
+	0xb9, 0x30, 0x93, 0xc3, 0x44, 0xf5, 0xec, 0x2d, 0x42, 0x35, 0x71, 0xb0, 0x66, 0x73, 0x61, 0x2e,
+	0xbb, 0xb5, 0x68, 0x45, 0x5b, 0x85, 0xaa, 0xa5, 0x63, 0xcd, 0x46, 0x9f, 0x83, 0xb9, 0xd6, 0x4d,
+	0x5c, 0xb4, 0xa0, 0xad, 0xf1, 0x14, 0xbd, 0x1e, 0x97, 0x0a, 0xde, 0xf6, 0x8b, 0xc4, 0xdd, 0x30,
+	0x13, 0x7d, 0xae, 0x86, 0x3b, 0x05, 0x36, 0xc9, 0x9c, 0x5f, 0x0c, 0xd8, 0x91, 0xcf, 0xe1, 0x11,
+	0x09, 0xfd, 0xe0, 0xa2, 0xf2, 0x07, 0x03, 0x41, 0x7d, 0x4d, 0x83, 0x44, 0xfd, 0x5f, 0x88, 0x6b,
+	0x74, 0x0f, 0xea, 0xdc, 0xa3, 0x88, 0x70, 0x77, 0x5b, 0xc7, 0x90, 0x3b, 0xcf, 0x2e, 0x12, 0x8a,
+	0x05, 0x9b, 0x0f, 0x06, 0xf9, 0xa7, 0x64, 0xd7, 0xaf, 0x1b, 0x0c, 0x52, 0xa7, 0x07, 0x83, 0x54,
+	0x70, 0x17, 0x79, 0xe4, 0x33, 0x11, 0xa1, 0x89, 0xc5, 0xf5, 0x7b, 0x0b, 0x80, 0xf2, 0x0c, 0xd4,
+	0x81, 0xd6, 0x83, 0x67, 0xf3, 0xa7, 0xb3, 0x33, 0x6c, 0xdd, 0x42, 0x26, 0x34, 0xc6, 0x27, 0xf3,
+	0xf1, 0x99, 0x65, 0x70, 0x7c, 0x3a, 0x9f, 0x4c, 0x4e, 0xf0, 0x0b, 0xeb, 0x36, 0x5f, 0xcc, 0x9f,
+	0xce, 0x5e, 0x3c, 0x3f, 0x7b, 0x68, 0xd5, 0x50, 0x17, 0xcc, 0xc7, 0x5f, 0x4e, 0x67, 0xcf, 0xc6,
+	0xf8, 0x64, 0x62, 0xd5, 0xd1, 0x1b, 0x70, 0x47, 0x68, 0xdc, 0x12, 0x6c, 0x9c, 0x3a, 0xaf, 0x2e,
+	0x0f, 0x8d, 0xdf, 0x2e, 0x0f, 0x8d, 0x3f, 0x2f, 0x0f, 0x8d, 0x6f, 0x7a, 0x7e, 0xec, 0x96, 0x86,
+	0x5d, 0x69, 0x78, 0xd1, 0x14, 0x6f, 0xfb, 0x47, 0x7f, 0x07, 0x00, 0x00, 0xff, 0xff, 0x1c, 0xe1,
+	0xcf, 0xb8, 0x1d, 0x0a, 0x00, 0x00,
 }
 
 func (m *LabelPair) Marshal() (dAtA []byte, err error) {
@@ -1328,6 +1338,22 @@ func (m *Histogram) MarshalToSizedBuffer(dAtA []byte) (int, error) {
 		i -= len(m.XXX_unrecognized)
 		copy(dAtA[i:], m.XXX_unrecognized)
 	}
+	if len(m.Exemplars) > 0 {
+		for iNdEx := len(m.Exemplars) - 1; iNdEx >= 0; iNdEx-- {
+			{
+				size, err := m.Exemplars[iNdEx].MarshalToSizedBuffer(dAtA[:i])
+				if err != nil {
+					return 0, err
+				}
+				i -= size
+				i = encodeVarintMetrics(dAtA, i, uint64(size))
+			}
+			i--
+			dAtA[i] = 0x1
+			i--
+			dAtA[i] = 0x82
+		}
+	}
 	if m.CreatedTimestamp != nil {
 		{
 			size, err := m.CreatedTimestamp.MarshalToSizedBuffer(dAtA[:i])
@@ -2006,6 +2032,12 @@ func (m *Histogram) Size() (n int) {
 		l = m.CreatedTimestamp.Size()
 		n += 1 + l + sovMetrics(uint64(l))
 	}
+	if len(m.Exemplars) > 0 {
+		for _, e := range m.Exemplars {
+			l = e.Size()
+			n += 2 + l + sovMetrics(uint64(l))
+		}
+	}
 	if m.XXX_unrecognized != nil {
 		n += len(m.XXX_unrecognized)
 	}
@@ -3291,6 +3323,40 @@ func (m *Histogram) Unmarshal(dAtA []byte) error {
 				return err
 			}
 			iNdEx = postIndex
+		case 16:
+			if wireType != 2 {
+				return fmt.Errorf("proto: wrong wireType = %d for field Exemplars", wireType)
+			}
+			var msglen int
+			for shift := uint(0); ; shift += 7 {
+				if shift >= 64 {
+					return ErrIntOverflowMetrics
+				}
+				if iNdEx >= l {
+					return io.ErrUnexpectedEOF
+				}
+				b := dAtA[iNdEx]
+				iNdEx++
+				msglen |= int(b&0x7F) << shift
+				if b < 0x80 {
+					break
+				}
+			}
+			if msglen < 0 {
+				return ErrInvalidLengthMetrics
+			}
+			postIndex := iNdEx + msglen
+			if postIndex < 0 {
+				return ErrInvalidLengthMetrics
+			}
+			if postIndex > l {
+				return io.ErrUnexpectedEOF
+			}
+			m.Exemplars = append(m.Exemplars, &Exemplar{})
+			if err := m.Exemplars[len(m.Exemplars)-1].Unmarshal(dAtA[iNdEx:postIndex]); err != nil {
+				return err
+			}
+			iNdEx = postIndex
 		default:
 			iNdEx = preIndex
 			skippy, err := skipMetrics(dAtA[iNdEx:])
diff --git a/prompb/io/prometheus/client/metrics.proto b/prompb/io/prometheus/client/metrics.proto
index 06dcc34afbe..fe55638bb78 100644
--- a/prompb/io/prometheus/client/metrics.proto
+++ b/prompb/io/prometheus/client/metrics.proto
@@ -112,6 +112,9 @@ message Histogram {
   // histograms.
   repeated sint64 positive_delta = 13; // Count delta of each bucket compared to previous one (or to zero for 1st bucket).
   repeated double positive_count = 14; // Absolute count of each bucket.
+
+  // Only used for native histograms. These exemplars MUST have a timestamp.
+  repeated Exemplar exemplars = 16;
 }
 
 message Bucket {
diff --git a/promql/engine.go b/promql/engine.go
index 2ea37dae605..02004e5f969 100644
--- a/promql/engine.go
+++ b/promql/engine.go
@@ -24,6 +24,7 @@ import (
 	"runtime"
 	"sort"
 	"strconv"
+	"strings"
 	"sync"
 	"time"
 
@@ -65,6 +66,9 @@ const (
 	// The getHPointSlice and getFPointSlice functions are called with an estimated size which often can be
 	// over-estimated.
 	maxPointsSliceSize = 5000
+
+	// The default buffer size for points used by the matrix selector.
+	matrixSelectorSliceSize = 16
 )
 
 type engineMetrics struct {
@@ -1072,7 +1076,7 @@ type EvalNodeHelper struct {
 	Out Vector
 
 	// Caches.
-	// DropMetricName and label_*.
+	// label_*.
 	Dmn map[uint64]labels.Labels
 	// funcHistogramQuantile for classic histograms.
 	signatureToMetricWithBuckets map[string]*metricWithBuckets
@@ -1097,21 +1101,6 @@ func (enh *EvalNodeHelper) resetBuilder(lbls labels.Labels) {
 	}
 }
 
-// DropMetricName is a cached version of DropMetricName.
-func (enh *EvalNodeHelper) DropMetricName(l labels.Labels) labels.Labels {
-	if enh.Dmn == nil {
-		enh.Dmn = make(map[uint64]labels.Labels, len(enh.Out))
-	}
-	h := l.Hash()
-	ret, ok := enh.Dmn[h]
-	if ok {
-		return ret
-	}
-	ret = dropMetricName(l)
-	enh.Dmn[h] = ret
-	return ret
-}
-
 // rangeEval evaluates the given expressions, and then for each step calls
 // the given funcCall with the values computed for each expression at that
 // step. The return value is the combination into time series of all the
@@ -1463,6 +1452,7 @@ func (ev *evaluator) eval(expr parser.Expr) (parser.Value, annotations.Annotatio
 		// Reuse objects across steps to save memory allocations.
 		var floats []FPoint
 		var histograms []HPoint
+		var prevSS *Series
 		inMatrix := make(Matrix, 1)
 		inArgs[matrixArgIndex] = inMatrix
 		enh := &EvalNodeHelper{Out: make(Vector, 0, 1)}
@@ -1470,6 +1460,9 @@ func (ev *evaluator) eval(expr parser.Expr) (parser.Value, annotations.Annotatio
 		it := storage.NewBuffer(selRange)
 		var chkIter chunkenc.Iterator
 		for i, s := range selVS.Series {
+			if err := contextDone(ev.ctx, "expression evaluation"); err != nil {
+				ev.error(err)
+			}
 			ev.currentSamples -= len(floats) + totalHPointSize(histograms)
 			if floats != nil {
 				floats = floats[:0]
@@ -1485,7 +1478,7 @@ func (ev *evaluator) eval(expr parser.Expr) (parser.Value, annotations.Annotatio
 			// vector functions, the only change needed is to drop the
 			// metric name in the output.
 			if e.Func.Name != "last_over_time" {
-				metric = dropMetricName(metric)
+				metric = metric.DropMetricName()
 			}
 			ss := Series{
 				Metric: metric,
@@ -1520,12 +1513,13 @@ func (ev *evaluator) eval(expr parser.Expr) (parser.Value, annotations.Annotatio
 				if len(outVec) > 0 {
 					if outVec[0].H == nil {
 						if ss.Floats == nil {
-							ss.Floats = getFPointSlice(numSteps)
+							ss.Floats = reuseOrGetFPointSlices(prevSS, numSteps)
 						}
+
 						ss.Floats = append(ss.Floats, FPoint{F: outVec[0].F, T: ts})
 					} else {
 						if ss.Histograms == nil {
-							ss.Histograms = getHPointSlice(numSteps)
+							ss.Histograms = reuseOrGetHPointSlices(prevSS, numSteps)
 						}
 						ss.Histograms = append(ss.Histograms, HPoint{H: outVec[0].H, T: ts})
 					}
@@ -1534,21 +1528,35 @@ func (ev *evaluator) eval(expr parser.Expr) (parser.Value, annotations.Annotatio
 				it.ReduceDelta(stepRange)
 			}
 			histSamples := totalHPointSize(ss.Histograms)
+
 			if len(ss.Floats)+histSamples > 0 {
 				if ev.currentSamples+len(ss.Floats)+histSamples <= ev.maxSamples {
 					mat = append(mat, ss)
+					prevSS = &mat[len(mat)-1]
 					ev.currentSamples += len(ss.Floats) + histSamples
 				} else {
 					ev.error(ErrTooManySamples(env))
 				}
 			}
 			ev.samplesStats.UpdatePeak(ev.currentSamples)
+
+			if e.Func.Name == "rate" || e.Func.Name == "increase" {
+				samples := inMatrix[0]
+				metricName := samples.Metric.Get(labels.MetricName)
+				if metricName != "" && len(samples.Floats) > 0 &&
+					!strings.HasSuffix(metricName, "_total") &&
+					!strings.HasSuffix(metricName, "_sum") &&
+					!strings.HasSuffix(metricName, "_count") &&
+					!strings.HasSuffix(metricName, "_bucket") {
+					warnings.Add(annotations.NewPossibleNonCounterInfo(metricName, e.Args[0].PositionRange()))
+				}
+			}
 		}
 		ev.samplesStats.UpdatePeak(ev.currentSamples)
 
 		ev.currentSamples -= len(floats) + totalHPointSize(histograms)
 		putFPointSlice(floats)
-		putHPointSlice(histograms)
+		putMatrixSelectorHPointSlice(histograms)
 
 		// The absent_over_time function returns 0 or 1 series. So far, the matrix
 		// contains multiple series. The following code will create a new series
@@ -1605,7 +1613,7 @@ func (ev *evaluator) eval(expr parser.Expr) (parser.Value, annotations.Annotatio
 		mat := val.(Matrix)
 		if e.Op == parser.SUB {
 			for i := range mat {
-				mat[i].Metric = dropMetricName(mat[i].Metric)
+				mat[i].Metric = mat[i].Metric.DropMetricName()
 				for j := range mat[i].Floats {
 					mat[i].Floats[j].F = -mat[i].Floats[j].F
 				}
@@ -1674,9 +1682,13 @@ func (ev *evaluator) eval(expr parser.Expr) (parser.Value, annotations.Annotatio
 			ev.error(errWithWarnings{fmt.Errorf("expanding series: %w", err), ws})
 		}
 		mat := make(Matrix, 0, len(e.Series))
+		var prevSS *Series
 		it := storage.NewMemoizedEmptyIterator(durationMilliseconds(ev.lookbackDelta))
 		var chkIter chunkenc.Iterator
 		for i, s := range e.Series {
+			if err := contextDone(ev.ctx, "expression evaluation"); err != nil {
+				ev.error(err)
+			}
 			chkIter = s.Iterator(chkIter)
 			it.Reset(chkIter)
 			ss := Series{
@@ -1690,14 +1702,14 @@ func (ev *evaluator) eval(expr parser.Expr) (parser.Value, annotations.Annotatio
 					if ev.currentSamples < ev.maxSamples {
 						if h == nil {
 							if ss.Floats == nil {
-								ss.Floats = getFPointSlice(numSteps)
+								ss.Floats = reuseOrGetFPointSlices(prevSS, numSteps)
 							}
 							ss.Floats = append(ss.Floats, FPoint{F: f, T: ts})
 							ev.currentSamples++
 							ev.samplesStats.IncrementSamplesAtStep(step, 1)
 						} else {
 							if ss.Histograms == nil {
-								ss.Histograms = getHPointSlice(numSteps)
+								ss.Histograms = reuseOrGetHPointSlices(prevSS, numSteps)
 							}
 							point := HPoint{H: h, T: ts}
 							ss.Histograms = append(ss.Histograms, point)
@@ -1713,6 +1725,7 @@ func (ev *evaluator) eval(expr parser.Expr) (parser.Value, annotations.Annotatio
 
 			if len(ss.Floats)+len(ss.Histograms) > 0 {
 				mat = append(mat, ss)
+				prevSS = &mat[len(mat)-1]
 			}
 		}
 		ev.samplesStats.UpdatePeak(ev.currentSamples)
@@ -1833,6 +1846,30 @@ func (ev *evaluator) eval(expr parser.Expr) (parser.Value, annotations.Annotatio
 	panic(fmt.Errorf("unhandled expression of type: %T", expr))
 }
 
+// reuseOrGetFPointSlices reuses the space from previous slice to create new slice if the former has lots of room.
+// The previous slices capacity is adjusted so when it is re-used from the pool it doesn't overflow into the new one.
+func reuseOrGetHPointSlices(prevSS *Series, numSteps int) (r []HPoint) {
+	if prevSS != nil && cap(prevSS.Histograms)-2*len(prevSS.Histograms) > 0 {
+		r = prevSS.Histograms[len(prevSS.Histograms):]
+		prevSS.Histograms = prevSS.Histograms[0:len(prevSS.Histograms):len(prevSS.Histograms)]
+		return
+	}
+
+	return getHPointSlice(numSteps)
+}
+
+// reuseOrGetFPointSlices reuses the space from previous slice to create new slice if the former has lots of room.
+// The previous slices capacity is adjusted so when it is re-used from the pool it doesn't overflow into the new one.
+func reuseOrGetFPointSlices(prevSS *Series, numSteps int) (r []FPoint) {
+	if prevSS != nil && cap(prevSS.Floats)-2*len(prevSS.Floats) > 0 {
+		r = prevSS.Floats[len(prevSS.Floats):]
+		prevSS.Floats = prevSS.Floats[0:len(prevSS.Floats):len(prevSS.Floats)]
+		return
+	}
+
+	return getFPointSlice(numSteps)
+}
+
 func (ev *evaluator) rangeEvalTimestampFunctionOverVectorSelector(vs *parser.VectorSelector, call FunctionCall, e *parser.Call) (parser.Value, annotations.Annotations) {
 	ws, err := checkAndExpandSeriesSet(ev.ctx, vs)
 	if err != nil {
@@ -1921,6 +1958,13 @@ func (ev *evaluator) vectorSelectorSingle(it *storage.MemoizedSeriesIterator, no
 var (
 	fPointPool zeropool.Pool[[]FPoint]
 	hPointPool zeropool.Pool[[]HPoint]
+
+	// matrixSelectorHPool holds reusable histogram slices used by the matrix
+	// selector. The key difference between this pool and the hPointPool is that
+	// slices returned by this pool should never hold multiple copies of the same
+	// histogram pointer since histogram objects are reused across query evaluation
+	// steps.
+	matrixSelectorHPool zeropool.Pool[[]HPoint]
 )
 
 func getFPointSlice(sz int) []FPoint {
@@ -1963,6 +2007,20 @@ func putHPointSlice(p []HPoint) {
 	}
 }
 
+func getMatrixSelectorHPoints() []HPoint {
+	if p := matrixSelectorHPool.Get(); p != nil {
+		return p
+	}
+
+	return make([]HPoint, 0, matrixSelectorSliceSize)
+}
+
+func putMatrixSelectorHPointSlice(p []HPoint) {
+	if p != nil {
+		matrixSelectorHPool.Put(p[:0])
+	}
+}
+
 // matrixSelector evaluates a *parser.MatrixSelector expression.
 func (ev *evaluator) matrixSelector(node *parser.MatrixSelector) (Matrix, annotations.Annotations) {
 	var (
@@ -2087,13 +2145,13 @@ loop:
 			// Values in the buffer are guaranteed to be smaller than maxt.
 			if t >= mintHistograms {
 				if histograms == nil {
-					histograms = getHPointSlice(16)
+					histograms = getMatrixSelectorHPoints()
 				}
 				n := len(histograms)
 				if n < cap(histograms) {
 					histograms = histograms[:n+1]
 				} else {
-					histograms = append(histograms, HPoint{})
+					histograms = append(histograms, HPoint{H: &histogram.FloatHistogram{}})
 				}
 				histograms[n].T, histograms[n].H = buf.AtFloatHistogram(histograms[n].H)
 				if value.IsStaleNaN(histograms[n].H.Sum) {
@@ -2126,23 +2184,28 @@ loop:
 	// The sought sample might also be in the range.
 	switch soughtValueType {
 	case chunkenc.ValFloatHistogram, chunkenc.ValHistogram:
-		t := it.AtT()
-		if t == maxt {
-			_, h := it.AtFloatHistogram()
-			if !value.IsStaleNaN(h.Sum) {
-				if ev.currentSamples >= ev.maxSamples {
-					ev.error(ErrTooManySamples(env))
-				}
-				if histograms == nil {
-					histograms = getHPointSlice(16)
-				}
-				// The last sample comes directly from the iterator, so we need to copy it to
-				// avoid having the same reference twice in the buffer.
-				point := HPoint{T: t, H: h.Copy()}
-				histograms = append(histograms, point)
-				ev.currentSamples += point.size()
-			}
+		if it.AtT() != maxt {
+			break
+		}
+		if histograms == nil {
+			histograms = getMatrixSelectorHPoints()
+		}
+		n := len(histograms)
+		if n < cap(histograms) {
+			histograms = histograms[:n+1]
+		} else {
+			histograms = append(histograms, HPoint{H: &histogram.FloatHistogram{}})
+		}
+		histograms[n].T, histograms[n].H = it.AtFloatHistogram(histograms[n].H)
+		if value.IsStaleNaN(histograms[n].H.Sum) {
+			histograms = histograms[:n]
+			break
 		}
+		if ev.currentSamples >= ev.maxSamples {
+			ev.error(ErrTooManySamples(env))
+		}
+		ev.currentSamples += histograms[n].size()
+
 	case chunkenc.ValFloat:
 		t, f := it.At()
 		if t == maxt && !value.IsStaleNaN(f) {
@@ -2322,7 +2385,7 @@ func (ev *evaluator) VectorBinop(op parser.ItemType, lhs, rhs Vector, matching *
 		}
 		metric := resultMetric(ls.Metric, rs.Metric, op, matching, enh)
 		if returnBool {
-			metric = enh.DropMetricName(metric)
+			metric = metric.DropMetricName()
 		}
 		insertedSigs, exists := matchedSigs[sig]
 		if matching.Card == parser.CardOneToOne {
@@ -2444,7 +2507,7 @@ func (ev *evaluator) VectorscalarBinop(op parser.ItemType, lhs Vector, rhs Scala
 			lhsSample.F = float
 			lhsSample.H = histogram
 			if shouldDropMetricName(op) || returnBool {
-				lhsSample.Metric = enh.DropMetricName(lhsSample.Metric)
+				lhsSample.Metric = lhsSample.Metric.DropMetricName()
 			}
 			enh.Out = append(enh.Out, lhsSample)
 		}
@@ -2452,10 +2515,6 @@ func (ev *evaluator) VectorscalarBinop(op parser.ItemType, lhs Vector, rhs Scala
 	return enh.Out
 }
 
-func dropMetricName(l labels.Labels) labels.Labels {
-	return labels.NewBuilder(l).Del(labels.MetricName).Labels()
-}
-
 // scalarBinop evaluates a binary operation between two Scalars.
 func scalarBinop(op parser.ItemType, lhs, rhs float64) float64 {
 	switch op {
@@ -2494,22 +2553,12 @@ func vectorElemBinop(op parser.ItemType, lhs, rhs float64, hlhs, hrhs *histogram
 	switch op {
 	case parser.ADD:
 		if hlhs != nil && hrhs != nil {
-			// The histogram being added must have the larger schema
-			// code (i.e. the higher resolution).
-			if hrhs.Schema >= hlhs.Schema {
-				return 0, hlhs.Copy().Add(hrhs).Compact(0), true
-			}
-			return 0, hrhs.Copy().Add(hlhs).Compact(0), true
+			return 0, hlhs.Copy().Add(hrhs).Compact(0), true
 		}
 		return lhs + rhs, nil, true
 	case parser.SUB:
 		if hlhs != nil && hrhs != nil {
-			// The histogram being subtracted must have the larger schema
-			// code (i.e. the higher resolution).
-			if hrhs.Schema >= hlhs.Schema {
-				return 0, hlhs.Copy().Sub(hrhs).Compact(0), true
-			}
-			return 0, hrhs.Copy().Mul(-1).Add(hlhs).Compact(0), true
+			return 0, hlhs.Copy().Sub(hrhs).Compact(0), true
 		}
 		return lhs - rhs, nil, true
 	case parser.MUL:
@@ -2694,13 +2743,7 @@ func (ev *evaluator) aggregation(e *parser.AggregateExpr, grouping []string, par
 			if s.H != nil {
 				group.hasHistogram = true
 				if group.histogramValue != nil {
-					// The histogram being added must have
-					// an equal or larger schema.
-					if s.H.Schema >= group.histogramValue.Schema {
-						group.histogramValue.Add(s.H)
-					} else {
-						group.histogramValue = s.H.Copy().Add(group.histogramValue)
-					}
+					group.histogramValue.Add(s.H)
 				}
 				// Otherwise the aggregation contained floats
 				// previously and will be invalid anyway. No
@@ -2717,15 +2760,8 @@ func (ev *evaluator) aggregation(e *parser.AggregateExpr, grouping []string, par
 				if group.histogramMean != nil {
 					left := s.H.Copy().Div(float64(group.groupCount))
 					right := group.histogramMean.Copy().Div(float64(group.groupCount))
-					// The histogram being added/subtracted must have
-					// an equal or larger schema.
-					if s.H.Schema >= group.histogramMean.Schema {
-						toAdd := right.Mul(-1).Add(left)
-						group.histogramMean.Add(toAdd)
-					} else {
-						toAdd := left.Sub(right)
-						group.histogramMean = toAdd.Add(group.histogramMean)
-					}
+					toAdd := left.Sub(right)
+					group.histogramMean.Add(toAdd)
 				}
 				// Otherwise the aggregation contained floats
 				// previously and will be invalid anyway. No
diff --git a/promql/functions.go b/promql/functions.go
index 407a11b50aa..a0a118c114b 100644
--- a/promql/functions.go
+++ b/promql/functions.go
@@ -21,6 +21,7 @@ import (
 	"strings"
 	"time"
 
+	"github.com/facette/natsort"
 	"github.com/grafana/regexp"
 	"github.com/prometheus/common/model"
 	"golang.org/x/exp/slices"
@@ -186,6 +187,8 @@ func histogramRate(points []HPoint, isCounter bool, metricName string, pos posra
 		minSchema = last.Schema
 	}
 
+	var annos annotations.Annotations
+
 	// First iteration to find out two things:
 	// - What's the smallest relevant schema?
 	// - Are all data points histograms?
@@ -196,10 +199,12 @@ func histogramRate(points []HPoint, isCounter bool, metricName string, pos posra
 		if curr == nil {
 			return nil, annotations.New().Add(annotations.NewMixedFloatsHistogramsWarning(metricName, pos))
 		}
-		// TODO(trevorwhitney): Check if isCounter is consistent with curr.CounterResetHint.
 		if !isCounter {
 			continue
 		}
+		if curr.CounterResetHint == histogram.GaugeType {
+			annos.Add(annotations.NewNativeHistogramNotCounterWarning(metricName, pos))
+		}
 		if curr.Schema < minSchema {
 			minSchema = curr.Schema
 		}
@@ -217,6 +222,8 @@ func histogramRate(points []HPoint, isCounter bool, metricName string, pos posra
 			}
 			prev = curr
 		}
+	} else if points[0].H.CounterResetHint != histogram.GaugeType || points[len(points)-1].H.CounterResetHint != histogram.GaugeType {
+		annos.Add(annotations.NewNativeHistogramNotGaugeWarning(metricName, pos))
 	}
 
 	h.CounterResetHint = histogram.GaugeType
@@ -380,15 +387,16 @@ func funcSortByLabel(vals []parser.Value, args parser.Expressions, enh *EvalNode
 		for _, label := range labels {
 			lv1 := a.Metric.Get(label)
 			lv2 := b.Metric.Get(label)
-			// 0 if a == b, -1 if a < b, and +1 if a > b.
-			switch strings.Compare(lv1, lv2) {
-			case -1:
-				return -1
-			case +1:
-				return +1
-			default:
+
+			if lv1 == lv2 {
 				continue
 			}
+
+			if natsort.Compare(lv1, lv2) {
+				return -1
+			}
+
+			return +1
 		}
 
 		return 0
@@ -409,19 +417,16 @@ func funcSortByLabelDesc(vals []parser.Value, args parser.Expressions, enh *Eval
 		for _, label := range labels {
 			lv1 := a.Metric.Get(label)
 			lv2 := b.Metric.Get(label)
-			// If label values are the same, continue to the next label
+
 			if lv1 == lv2 {
 				continue
 			}
-			// 0 if a == b, -1 if a < b, and +1 if a > b.
-			switch strings.Compare(lv1, lv2) {
-			case -1:
+
+			if natsort.Compare(lv1, lv2) {
 				return +1
-			case +1:
-				return -1
-			default:
-				continue
 			}
+
+			return -1
 		}
 
 		return 0
@@ -440,7 +445,7 @@ func funcClamp(vals []parser.Value, args parser.Expressions, enh *EvalNodeHelper
 	}
 	for _, el := range vec {
 		enh.Out = append(enh.Out, Sample{
-			Metric: enh.DropMetricName(el.Metric),
+			Metric: el.Metric.DropMetricName(),
 			F:      math.Max(min, math.Min(max, el.F)),
 		})
 	}
@@ -453,7 +458,7 @@ func funcClampMax(vals []parser.Value, args parser.Expressions, enh *EvalNodeHel
 	max := vals[1].(Vector)[0].F
 	for _, el := range vec {
 		enh.Out = append(enh.Out, Sample{
-			Metric: enh.DropMetricName(el.Metric),
+			Metric: el.Metric.DropMetricName(),
 			F:      math.Min(max, el.F),
 		})
 	}
@@ -466,7 +471,7 @@ func funcClampMin(vals []parser.Value, args parser.Expressions, enh *EvalNodeHel
 	min := vals[1].(Vector)[0].F
 	for _, el := range vec {
 		enh.Out = append(enh.Out, Sample{
-			Metric: enh.DropMetricName(el.Metric),
+			Metric: el.Metric.DropMetricName(),
 			F:      math.Max(min, el.F),
 		})
 	}
@@ -488,7 +493,7 @@ func funcRound(vals []parser.Value, args parser.Expressions, enh *EvalNodeHelper
 	for _, el := range vec {
 		f := math.Floor(el.F*toNearestInverse+0.5) / toNearestInverse
 		enh.Out = append(enh.Out, Sample{
-			Metric: enh.DropMetricName(el.Metric),
+			Metric: el.Metric.DropMetricName(),
 			F:      f,
 		})
 	}
@@ -532,15 +537,8 @@ func funcAvgOverTime(vals []parser.Value, args parser.Expressions, enh *EvalNode
 				count++
 				left := h.H.Copy().Div(float64(count))
 				right := mean.Copy().Div(float64(count))
-				// The histogram being added/subtracted must have
-				// an equal or larger schema.
-				if h.H.Schema >= mean.Schema {
-					toAdd := right.Mul(-1).Add(left)
-					mean.Add(toAdd)
-				} else {
-					toAdd := left.Sub(right)
-					mean = toAdd.Add(mean)
-				}
+				toAdd := left.Sub(right)
+				mean.Add(toAdd)
 			}
 			return mean
 		}), nil
@@ -605,7 +603,7 @@ func funcLastOverTime(vals []parser.Value, args parser.Expressions, enh *EvalNod
 	}
 	return append(enh.Out, Sample{
 		Metric: el.Metric,
-		H:      h.H,
+		H:      h.H.Copy(),
 	}), nil
 }
 
@@ -680,13 +678,7 @@ func funcSumOverTime(vals []parser.Value, args parser.Expressions, enh *EvalNode
 		return aggrHistOverTime(vals, enh, func(s Series) *histogram.FloatHistogram {
 			sum := s.Histograms[0].H.Copy()
 			for _, h := range s.Histograms[1:] {
-				// The histogram being added must have
-				// an equal or larger schema.
-				if h.H.Schema >= sum.Schema {
-					sum.Add(h.H)
-				} else {
-					sum = h.H.Copy().Add(sum)
-				}
+				sum.Add(h.H)
 			}
 			return sum
 		}), nil
@@ -805,7 +797,7 @@ func simpleFunc(vals []parser.Value, enh *EvalNodeHelper, f func(float64) float6
 	for _, el := range vals[0].(Vector) {
 		if el.H == nil { // Process only float samples.
 			enh.Out = append(enh.Out, Sample{
-				Metric: enh.DropMetricName(el.Metric),
+				Metric: el.Metric.DropMetricName(),
 				F:      f(el.F),
 			})
 		}
@@ -951,7 +943,7 @@ func funcTimestamp(vals []parser.Value, args parser.Expressions, enh *EvalNodeHe
 	vec := vals[0].(Vector)
 	for _, el := range vec {
 		enh.Out = append(enh.Out, Sample{
-			Metric: enh.DropMetricName(el.Metric),
+			Metric: el.Metric.DropMetricName(),
 			F:      float64(el.T) / 1000,
 		})
 	}
@@ -1065,7 +1057,7 @@ func funcHistogramCount(vals []parser.Value, args parser.Expressions, enh *EvalN
 			continue
 		}
 		enh.Out = append(enh.Out, Sample{
-			Metric: enh.DropMetricName(sample.Metric),
+			Metric: sample.Metric.DropMetricName(),
 			F:      sample.H.Count,
 		})
 	}
@@ -1082,7 +1074,7 @@ func funcHistogramSum(vals []parser.Value, args parser.Expressions, enh *EvalNod
 			continue
 		}
 		enh.Out = append(enh.Out, Sample{
-			Metric: enh.DropMetricName(sample.Metric),
+			Metric: sample.Metric.DropMetricName(),
 			F:      sample.H.Sum,
 		})
 	}
@@ -1115,7 +1107,7 @@ func funcHistogramStdDev(vals []parser.Value, args parser.Expressions, enh *Eval
 		variance += cVariance
 		variance /= sample.H.Count
 		enh.Out = append(enh.Out, Sample{
-			Metric: enh.DropMetricName(sample.Metric),
+			Metric: sample.Metric.DropMetricName(),
 			F:      math.Sqrt(variance),
 		})
 	}
@@ -1148,7 +1140,7 @@ func funcHistogramStdVar(vals []parser.Value, args parser.Expressions, enh *Eval
 		variance += cVariance
 		variance /= sample.H.Count
 		enh.Out = append(enh.Out, Sample{
-			Metric: enh.DropMetricName(sample.Metric),
+			Metric: sample.Metric.DropMetricName(),
 			F:      variance,
 		})
 	}
@@ -1167,7 +1159,7 @@ func funcHistogramFraction(vals []parser.Value, args parser.Expressions, enh *Ev
 			continue
 		}
 		enh.Out = append(enh.Out, Sample{
-			Metric: enh.DropMetricName(sample.Metric),
+			Metric: sample.Metric.DropMetricName(),
 			F:      histogramFraction(lower, upper, sample.H),
 		})
 	}
@@ -1238,7 +1230,7 @@ func funcHistogramQuantile(vals []parser.Value, args parser.Expressions, enh *Ev
 		}
 
 		enh.Out = append(enh.Out, Sample{
-			Metric: enh.DropMetricName(sample.Metric),
+			Metric: sample.Metric.DropMetricName(),
 			F:      histogramQuantile(q, sample.H),
 		})
 	}
@@ -1448,7 +1440,7 @@ func dateWrapper(vals []parser.Value, enh *EvalNodeHelper, f func(time.Time) flo
 	for _, el := range vals[0].(Vector) {
 		t := time.Unix(int64(el.F), 0).UTC()
 		enh.Out = append(enh.Out, Sample{
-			Metric: enh.DropMetricName(el.Metric),
+			Metric: el.Metric.DropMetricName(),
 			F:      f(t),
 		})
 	}
diff --git a/promql/fuzz.go b/promql/fuzz.go
index aff6eb15b20..d2e5925ebc0 100644
--- a/promql/fuzz.go
+++ b/promql/fuzz.go
@@ -13,7 +13,6 @@
 
 // Only build when go-fuzz is in use
 //go:build gofuzz
-// +build gofuzz
 
 package promql
 
diff --git a/promql/parser/parse.go b/promql/parser/parse.go
index 122286c5517..c2a42ed153a 100644
--- a/promql/parser/parse.go
+++ b/promql/parser/parse.go
@@ -208,6 +208,20 @@ func ParseMetricSelector(input string) (m []*labels.Matcher, err error) {
 	return m, err
 }
 
+// ParseMetricSelectors parses a list of provided textual metric selectors into lists of
+// label matchers.
+func ParseMetricSelectors(matchers []string) (m [][]*labels.Matcher, err error) {
+	var matcherSets [][]*labels.Matcher
+	for _, s := range matchers {
+		matchers, err := ParseMetricSelector(s)
+		if err != nil {
+			return nil, err
+		}
+		matcherSets = append(matcherSets, matchers)
+	}
+	return matcherSets, nil
+}
+
 // SequenceValue is an omittable value in a sequence of time series values.
 type SequenceValue struct {
 	Value     float64
diff --git a/promql/value.go b/promql/value.go
index 28cf3fe31c2..f129137d809 100644
--- a/promql/value.go
+++ b/promql/value.go
@@ -464,11 +464,11 @@ func (ssi *storageSeriesIterator) At() (t int64, v float64) {
 	return ssi.currT, ssi.currF
 }
 
-func (ssi *storageSeriesIterator) AtHistogram() (int64, *histogram.Histogram) {
+func (ssi *storageSeriesIterator) AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram) {
 	panic(errors.New("storageSeriesIterator: AtHistogram not supported"))
 }
 
-func (ssi *storageSeriesIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
+func (ssi *storageSeriesIterator) AtFloatHistogram(*histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
 	return ssi.currT, ssi.currH
 }
 
diff --git a/rules/fixtures/rules_dependencies.yaml b/rules/fixtures/rules_dependencies.yaml
new file mode 100644
index 00000000000..31d2c61763a
--- /dev/null
+++ b/rules/fixtures/rules_dependencies.yaml
@@ -0,0 +1,7 @@
+groups:
+  - name: test
+    rules:
+      - record: job:http_requests:rate5m
+        expr: sum by (job)(rate(http_requests_total[5m]))
+      - record: HighRequestRate
+        expr: job:http_requests:rate5m > 100
diff --git a/rules/fixtures/rules_multiple.yaml b/rules/fixtures/rules_multiple.yaml
new file mode 100644
index 00000000000..db57bede1b8
--- /dev/null
+++ b/rules/fixtures/rules_multiple.yaml
@@ -0,0 +1,14 @@
+groups:
+  - name: test
+    rules:
+      # independents
+      - record: job:http_requests:rate1m
+        expr: sum by (job)(rate(http_requests_total[1m]))
+      - record: job:http_requests:rate5m
+        expr: sum by (job)(rate(http_requests_total[5m]))
+
+      # dependents
+      - record: job:http_requests:rate15m
+        expr: sum by (job)(rate(http_requests_total[15m]))
+      - record: TooManyRequests
+        expr: job:http_requests:rate15m > 100
diff --git a/rules/fixtures/rules_multiple_groups.yaml b/rules/fixtures/rules_multiple_groups.yaml
new file mode 100644
index 00000000000..87f31a6ca5b
--- /dev/null
+++ b/rules/fixtures/rules_multiple_groups.yaml
@@ -0,0 +1,28 @@
+groups:
+  - name: http
+    rules:
+      # independents
+      - record: job:http_requests:rate1m
+        expr: sum by (job)(rate(http_requests_total[1m]))
+      - record: job:http_requests:rate5m
+        expr: sum by (job)(rate(http_requests_total[5m]))
+
+      # dependents
+      - record: job:http_requests:rate15m
+        expr: sum by (job)(rate(http_requests_total[15m]))
+      - record: TooManyHTTPRequests
+        expr: job:http_requests:rate15m > 100
+
+  - name: grpc
+    rules:
+      # independents
+      - record: job:grpc_requests:rate1m
+        expr: sum by (job)(rate(grpc_requests_total[1m]))
+      - record: job:grpc_requests:rate5m
+        expr: sum by (job)(rate(grpc_requests_total[5m]))
+
+      # dependents
+      - record: job:grpc_requests:rate15m
+        expr: sum by (job)(rate(grpc_requests_total[15m]))
+      - record: TooManyGRPCRequests
+        expr: job:grpc_requests:rate15m > 100
diff --git a/rules/fixtures/rules_multiple_independent.yaml b/rules/fixtures/rules_multiple_independent.yaml
new file mode 100644
index 00000000000..e071be3eff8
--- /dev/null
+++ b/rules/fixtures/rules_multiple_independent.yaml
@@ -0,0 +1,15 @@
+groups:
+  - name: independents
+    rules:
+      - record: job:http_requests:rate1m
+        expr: sum by (job)(rate(http_requests_total[1m]))
+      - record: job:http_requests:rate5m
+        expr: sum by (job)(rate(http_requests_total[5m]))
+      - record: job:http_requests:rate15m
+        expr: sum by (job)(rate(http_requests_total[15m]))
+      - record: job:http_requests:rate30m
+        expr: sum by (job)(rate(http_requests_total[30m]))
+      - record: job:http_requests:rate1h
+        expr: sum by (job)(rate(http_requests_total[1h]))
+      - record: job:http_requests:rate2h
+        expr: sum by (job)(rate(http_requests_total[2h]))
diff --git a/rules/group.go b/rules/group.go
index 55673452e57..5ee06dc0ba0 100644
--- a/rules/group.go
+++ b/rules/group.go
@@ -21,8 +21,11 @@ import (
 	"sync"
 	"time"
 
+	"go.uber.org/atomic"
 	"golang.org/x/exp/slices"
 
+	"github.com/prometheus/prometheus/promql/parser"
+
 	"github.com/go-kit/log"
 	"github.com/go-kit/log/level"
 	"github.com/prometheus/client_golang/prometheus"
@@ -68,6 +71,9 @@ type Group struct {
 	// Rule group evaluation iteration function,
 	// defaults to DefaultEvalIterationFunc.
 	evalIterationFunc GroupEvalIterationFunc
+
+	// concurrencyController controls the rules evaluation concurrency.
+	concurrencyController RuleConcurrencyController
 }
 
 // GroupEvalIterationFunc is used to implement and extend rule group
@@ -111,21 +117,27 @@ func NewGroup(o GroupOptions) *Group {
 		evalIterationFunc = DefaultEvalIterationFunc
 	}
 
+	concurrencyController := o.Opts.RuleConcurrencyController
+	if concurrencyController == nil {
+		concurrencyController = sequentialRuleEvalController{}
+	}
+
 	return &Group{
-		name:                 o.Name,
-		file:                 o.File,
-		interval:             o.Interval,
-		limit:                o.Limit,
-		rules:                o.Rules,
-		shouldRestore:        o.ShouldRestore,
-		opts:                 o.Opts,
-		seriesInPreviousEval: make([]map[string]labels.Labels, len(o.Rules)),
-		done:                 make(chan struct{}),
-		managerDone:          o.done,
-		terminated:           make(chan struct{}),
-		logger:               log.With(o.Opts.Logger, "file", o.File, "group", o.Name),
-		metrics:              metrics,
-		evalIterationFunc:    evalIterationFunc,
+		name:                  o.Name,
+		file:                  o.File,
+		interval:              o.Interval,
+		limit:                 o.Limit,
+		rules:                 o.Rules,
+		shouldRestore:         o.ShouldRestore,
+		opts:                  o.Opts,
+		seriesInPreviousEval:  make([]map[string]labels.Labels, len(o.Rules)),
+		done:                  make(chan struct{}),
+		managerDone:           o.done,
+		terminated:            make(chan struct{}),
+		logger:                log.With(o.Opts.Logger, "file", o.File, "group", o.Name),
+		metrics:               metrics,
+		evalIterationFunc:     evalIterationFunc,
+		concurrencyController: concurrencyController,
 	}
 }
 
@@ -420,8 +432,13 @@ func (g *Group) CopyState(from *Group) {
 }
 
 // Eval runs a single evaluation cycle in which all rules are evaluated sequentially.
+// Rules can be evaluated concurrently if the `concurrent-rule-eval` feature flag is enabled.
 func (g *Group) Eval(ctx context.Context, ts time.Time) {
-	var samplesTotal float64
+	var (
+		samplesTotal atomic.Float64
+		wg           sync.WaitGroup
+	)
+
 	for i, rule := range g.rules {
 		select {
 		case <-g.done:
@@ -429,7 +446,11 @@ func (g *Group) Eval(ctx context.Context, ts time.Time) {
 		default:
 		}
 
-		func(i int, rule Rule) {
+		eval := func(i int, rule Rule, cleanup func()) {
+			if cleanup != nil {
+				defer cleanup()
+			}
+
 			logger := log.WithPrefix(g.logger, "name", rule.Name(), "index", i)
 			ctx, sp := otel.Tracer("").Start(ctx, "rule")
 			sp.SetAttributes(attribute.String("name", rule.Name()))
@@ -465,7 +486,7 @@ func (g *Group) Eval(ctx context.Context, ts time.Time) {
 			}
 			rule.SetHealth(HealthGood)
 			rule.SetLastError(nil)
-			samplesTotal += float64(len(vector))
+			samplesTotal.Add(float64(len(vector)))
 
 			if ar, ok := rule.(*AlertingRule); ok {
 				ar.sendAlerts(ctx, ts, g.opts.ResendDelay, g.interval, g.opts.NotifyFunc)
@@ -554,11 +575,25 @@ func (g *Group) Eval(ctx context.Context, ts time.Time) {
 					}
 				}
 			}
-		}(i, rule)
-	}
-	if g.metrics != nil {
-		g.metrics.GroupSamples.WithLabelValues(GroupKey(g.File(), g.Name())).Set(samplesTotal)
+		}
+
+		// If the rule has no dependencies, it can run concurrently because no other rules in this group depend on its output.
+		// Try run concurrently if there are slots available.
+		if ctrl := g.concurrencyController; ctrl.RuleEligible(g, rule) && ctrl.Allow() {
+			wg.Add(1)
+
+			go eval(i, rule, func() {
+				wg.Done()
+				ctrl.Done()
+			})
+		} else {
+			eval(i, rule, nil)
+		}
 	}
+
+	wg.Wait()
+
+	g.metrics.GroupSamples.WithLabelValues(GroupKey(g.File(), g.Name())).Set(samplesTotal.Load())
 	g.cleanupStaleSeries(ctx, ts)
 }
 
@@ -866,3 +901,110 @@ func NewGroupMetrics(reg prometheus.Registerer) *Metrics {
 
 	return m
 }
+
+// dependencyMap is a data-structure which contains the relationships between rules within a group.
+// It is used to describe the dependency associations between rules in a group whereby one rule uses the
+// output metric produced by another rule in its expression (i.e. as its "input").
+type dependencyMap map[Rule][]Rule
+
+// dependents returns the count of rules which use the output of the given rule as one of their inputs.
+func (m dependencyMap) dependents(r Rule) int {
+	return len(m[r])
+}
+
+// dependencies returns the count of rules on which the given rule is dependent for input.
+func (m dependencyMap) dependencies(r Rule) int {
+	if len(m) == 0 {
+		return 0
+	}
+
+	var count int
+	for _, children := range m {
+		for _, child := range children {
+			if child == r {
+				count++
+			}
+		}
+	}
+
+	return count
+}
+
+// isIndependent determines whether the given rule is not dependent on another rule for its input, nor is any other rule
+// dependent on its output.
+func (m dependencyMap) isIndependent(r Rule) bool {
+	if m == nil {
+		return false
+	}
+
+	return m.dependents(r)+m.dependencies(r) == 0
+}
+
+// buildDependencyMap builds a data-structure which contains the relationships between rules within a group.
+//
+// Alert rules, by definition, cannot have any dependents - but they can have dependencies. Any recording rule on whose
+// output an Alert rule depends will not be able to run concurrently.
+//
+// There is a class of rule expressions which are considered "indeterminate", because either relationships cannot be
+// inferred, or concurrent evaluation of rules depending on these series would produce undefined/unexpected behaviour:
+//   - wildcard queriers like {cluster="prod1"} which would match every series with that label selector
+//   - any "meta" series (series produced by Prometheus itself) like ALERTS, ALERTS_FOR_STATE
+//
+// Rules which are independent can run concurrently with no side-effects.
+func buildDependencyMap(rules []Rule) dependencyMap {
+	dependencies := make(dependencyMap)
+
+	if len(rules) <= 1 {
+		// No relationships if group has 1 or fewer rules.
+		return dependencies
+	}
+
+	inputs := make(map[string][]Rule, len(rules))
+	outputs := make(map[string][]Rule, len(rules))
+
+	var indeterminate bool
+
+	for _, rule := range rules {
+		if indeterminate {
+			break
+		}
+
+		name := rule.Name()
+		outputs[name] = append(outputs[name], rule)
+
+		parser.Inspect(rule.Query(), func(node parser.Node, path []parser.Node) error {
+			if n, ok := node.(*parser.VectorSelector); ok {
+				// A wildcard metric expression means we cannot reliably determine if this rule depends on any other,
+				// which means we cannot safely run any rules concurrently.
+				if n.Name == "" && len(n.LabelMatchers) > 0 {
+					indeterminate = true
+					return nil
+				}
+
+				// Rules which depend on "meta-metrics" like ALERTS and ALERTS_FOR_STATE will have undefined behaviour
+				// if they run concurrently.
+				if n.Name == alertMetricName || n.Name == alertForStateMetricName {
+					indeterminate = true
+					return nil
+				}
+
+				inputs[n.Name] = append(inputs[n.Name], rule)
+			}
+			return nil
+		})
+	}
+
+	if indeterminate {
+		return nil
+	}
+
+	for output, outRules := range outputs {
+		for _, outRule := range outRules {
+			if inRules, found := inputs[output]; found && len(inRules) > 0 {
+				dependencies[outRule] = append(dependencies[outRule], inRules...)
+			}
+		}
+	}
+
+	return dependencies
+}
diff --git a/rules/manager.go b/rules/manager.go
index ed4d42ebadb..477508dc044 100644
--- a/rules/manager.go
+++ b/rules/manager.go
@@ -26,6 +26,7 @@ import (
 	"github.com/go-kit/log/level"
 	"github.com/prometheus/client_golang/prometheus"
 	"golang.org/x/exp/slices"
+	"golang.org/x/sync/semaphore"
 
 	"github.com/prometheus/prometheus/model/labels"
 	"github.com/prometheus/prometheus/model/rulefmt"
@@ -103,18 +104,21 @@ type NotifyFunc func(ctx context.Context, expr string, alerts ...*Alert)
 
 // ManagerOptions bundles options for the Manager.
 type ManagerOptions struct {
-	ExternalURL     *url.URL
-	QueryFunc       QueryFunc
-	NotifyFunc      NotifyFunc
-	Context         context.Context
-	Appendable      storage.Appendable
-	Queryable       storage.Queryable
-	Logger          log.Logger
-	Registerer      prometheus.Registerer
-	OutageTolerance time.Duration
-	ForGracePeriod  time.Duration
-	ResendDelay     time.Duration
-	GroupLoader     GroupLoader
+	ExternalURL               *url.URL
+	QueryFunc                 QueryFunc
+	NotifyFunc                NotifyFunc
+	Context                   context.Context
+	Appendable                storage.Appendable
+	Queryable                 storage.Queryable
+	Logger                    log.Logger
+	Registerer                prometheus.Registerer
+	OutageTolerance           time.Duration
+	ForGracePeriod            time.Duration
+	ResendDelay               time.Duration
+	GroupLoader               GroupLoader
+	MaxConcurrentEvals        int64
+	ConcurrentEvalsEnabled    bool
+	RuleConcurrencyController RuleConcurrencyController
 
 	Metrics *Metrics
 }
@@ -130,6 +134,14 @@ func NewManager(o *ManagerOptions) *Manager {
 		o.GroupLoader = FileLoader{}
 	}
 
+	if o.RuleConcurrencyController == nil {
+		if o.ConcurrentEvalsEnabled {
+			o.RuleConcurrencyController = newRuleConcurrencyController(o.MaxConcurrentEvals)
+		} else {
+			o.RuleConcurrencyController = sequentialRuleEvalController{}
+		}
+	}
+
 	m := &Manager{
 		groups: map[string]*Group{},
 		opts:   o,
@@ -176,6 +188,8 @@ func (m *Manager) Update(interval time.Duration, files []string, externalLabels
 	m.mtx.Lock()
 	defer m.mtx.Unlock()
 
+	m.opts.RuleConcurrencyController.Invalidate()
+
 	groups, errs := m.LoadGroups(interval, externalLabels, externalURL, groupEvalIterationFunc, files...)
 
 	if errs != nil {
@@ -403,3 +417,80 @@ func SendAlerts(s Sender, externalURL string) NotifyFunc {
 		}
 	}
 }
+
+// RuleConcurrencyController controls whether rules can be evaluated concurrently. Its purpose is to bound the amount
+// of concurrency in rule evaluations to avoid overwhelming the Prometheus server with additional query load and ensure
+// the correctness of rules running concurrently. Concurrency is controlled globally, not on a per-group basis.
+type RuleConcurrencyController interface {
+	// RuleEligible determines if the rule can guarantee correct results while running concurrently.
+	RuleEligible(g *Group, r Rule) bool
+
+	// Allow determines whether any concurrent evaluation slots are available.
+	// If Allow() returns true, then Done() must be called to release the acquired slot.
+	Allow() bool
+
+	// Done releases a concurrent evaluation slot.
+	Done()
+
+	// Invalidate instructs the controller to invalidate its state.
+	// This should be called when groups are modified (during a reload, for instance), because the controller may
+	// store some state about each group in order to more efficiently determine rule eligibility.
+	Invalidate()
+}
+
+// concurrentRuleEvalController holds a weighted semaphore which controls the concurrent evaluation of rules.
+type concurrentRuleEvalController struct {
+	sema      *semaphore.Weighted
+	depMapsMu sync.Mutex
+	depMaps   map[*Group]dependencyMap
+}
+
+func newRuleConcurrencyController(maxConcurrency int64) RuleConcurrencyController {
+	return &concurrentRuleEvalController{
+		sema:    semaphore.NewWeighted(maxConcurrency),
+		depMaps: map[*Group]dependencyMap{},
+	}
+}
+
+func (c *concurrentRuleEvalController) RuleEligible(g *Group, r Rule) bool {
+	c.depMapsMu.Lock()
+	defer c.depMapsMu.Unlock()
+
+	depMap, found := c.depMaps[g]
+	if !found {
+		depMap = buildDependencyMap(g.rules)
+		c.depMaps[g] = depMap
+	}
+
+	return depMap.isIndependent(r)
+}
+
+func (c *concurrentRuleEvalController) Allow() bool {
+	return c.sema.TryAcquire(1)
+}
+
+func (c *concurrentRuleEvalController) Done() {
+	c.sema.Release(1)
+}
+
+func (c *concurrentRuleEvalController) Invalidate() {
+	c.depMapsMu.Lock()
+	defer c.depMapsMu.Unlock()
+
+	// Clear out the memoized dependency maps because some or all groups may have been updated.
+	c.depMaps = map[*Group]dependencyMap{}
+}
+
+// sequentialRuleEvalController is a RuleConcurrencyController that runs every rule sequentially.
+type sequentialRuleEvalController struct{}
+
+func (c sequentialRuleEvalController) RuleEligible(_ *Group, _ Rule) bool {
+	return false
+}
+
+func (c sequentialRuleEvalController) Allow() bool {
+	return false
+}
+
+func (c sequentialRuleEvalController) Done()       {}
+func (c sequentialRuleEvalController) Invalidate() {}
diff --git a/scrape/scrape.go b/scrape/scrape.go
index 2518912a7a5..dfa945852cb 100644
--- a/scrape/scrape.go
+++ b/scrape/scrape.go
@@ -99,6 +99,7 @@ type scrapeLoopOptions struct {
 	scraper                  scraper
 	sampleLimit              int
 	bucketLimit              int
+	maxSchema                int32
 	labelLimits              *labelLimits
 	honorLabels              bool
 	honorTimestamps          bool
@@ -165,6 +166,7 @@ func newScrapePool(cfg *config.ScrapeConfig, app storage.Appendable, offsetSeed
 			opts.enableCompression,
 			opts.sampleLimit,
 			opts.bucketLimit,
+			opts.maxSchema,
 			opts.labelLimits,
 			opts.interval,
 			opts.timeout,
@@ -270,6 +272,7 @@ func (sp *scrapePool) reload(cfg *config.ScrapeConfig) error {
 		bodySizeLimit = int64(sp.config.BodySizeLimit)
 		sampleLimit   = int(sp.config.SampleLimit)
 		bucketLimit   = int(sp.config.NativeHistogramBucketLimit)
+		maxSchema     = pickSchema(sp.config.NativeHistogramMinBucketFactor)
 		labelLimits   = &labelLimits{
 			labelLimit:            int(sp.config.LabelLimit),
 			labelNameLengthLimit:  int(sp.config.LabelNameLengthLimit),
@@ -310,6 +313,7 @@ func (sp *scrapePool) reload(cfg *config.ScrapeConfig) error {
 				scraper:                  s,
 				sampleLimit:              sampleLimit,
 				bucketLimit:              bucketLimit,
+				maxSchema:                maxSchema,
 				labelLimits:              labelLimits,
 				honorLabels:              honorLabels,
 				honorTimestamps:          honorTimestamps,
@@ -613,7 +617,7 @@ func mutateReportSampleLabels(lset labels.Labels, target *Target) labels.Labels
 }
 
 // appender returns an appender for ingested samples from the target.
-func appender(app storage.Appender, sampleLimit, bucketLimit int) storage.Appender {
+func appender(app storage.Appender, sampleLimit, bucketLimit int, maxSchema int32) storage.Appender {
 	app = &timeLimitAppender{
 		Appender: app,
 		maxTime:  timestamp.FromTime(time.Now().Add(maxAheadTime)),
@@ -633,6 +637,14 @@ func appender(app storage.Appender, sampleLimit, bucketLimit int) storage.Append
 			limit:    bucketLimit,
 		}
 	}
+
+	if maxSchema < nativeHistogramMaxSchema {
+		app = &maxSchemaAppender{
+			Appender:  app,
+			maxSchema: maxSchema,
+		}
+	}
+
 	return app
 }
 
@@ -786,6 +798,7 @@ type scrapeLoop struct {
 	forcedErrMtx             sync.Mutex
 	sampleLimit              int
 	bucketLimit              int
+	maxSchema                int32
 	labelLimits              *labelLimits
 	interval                 time.Duration
 	timeout                  time.Duration
@@ -1078,6 +1091,7 @@ func newScrapeLoop(ctx context.Context,
 	enableCompression bool,
 	sampleLimit int,
 	bucketLimit int,
+	maxSchema int32,
 	labelLimits *labelLimits,
 	interval time.Duration,
 	timeout time.Duration,
@@ -1128,6 +1142,7 @@ func newScrapeLoop(ctx context.Context,
 		enableCompression:        enableCompression,
 		sampleLimit:              sampleLimit,
 		bucketLimit:              bucketLimit,
+		maxSchema:                maxSchema,
 		labelLimits:              labelLimits,
 		interval:                 interval,
 		timeout:                  timeout,
@@ -1458,7 +1473,7 @@ func (sl *scrapeLoop) append(app storage.Appender, b []byte, contentType string,
 	}
 
 	// Take an appender with limits.
-	app = appender(app, sl.sampleLimit, sl.bucketLimit)
+	app = appender(app, sl.sampleLimit, sl.bucketLimit, sl.maxSchema)
 
 	defer func() {
 		if err != nil {
@@ -1906,3 +1921,18 @@ func TargetFromContext(ctx context.Context) (*Target, bool) {
 	t, ok := ctx.Value(ctxKeyTarget).(*Target)
 	return t, ok
 }
+
+func pickSchema(bucketFactor float64) int32 {
+	if bucketFactor <= 1 {
+		bucketFactor = 1.00271
+	}
+	floor := math.Floor(-math.Log2(math.Log2(bucketFactor)))
+	switch {
+	case floor >= float64(nativeHistogramMaxSchema):
+		return nativeHistogramMaxSchema
+	case floor <= float64(nativeHistogramMinSchema):
+		return nativeHistogramMinSchema
+	default:
+		return int32(floor)
+	}
+}
diff --git a/scrape/target.go b/scrape/target.go
index 0605f53490d..c9287f818a6 100644
--- a/scrape/target.go
+++ b/scrape/target.go
@@ -387,6 +387,35 @@ func (app *bucketLimitAppender) AppendHistogram(ref storage.SeriesRef, lset labe
 	return ref, nil
 }
 
+const (
+	nativeHistogramMaxSchema int32 = 8
+	nativeHistogramMinSchema int32 = -4
+)
+
+type maxSchemaAppender struct {
+	storage.Appender
+
+	maxSchema int32
+}
+
+func (app *maxSchemaAppender) AppendHistogram(ref storage.SeriesRef, lset labels.Labels, t int64, h *histogram.Histogram, fh *histogram.FloatHistogram) (storage.SeriesRef, error) {
+	if h != nil {
+		if h.Schema > app.maxSchema {
+			h = h.ReduceResolution(app.maxSchema)
+		}
+	}
+	if fh != nil {
+		if fh.Schema > app.maxSchema {
+			fh = fh.ReduceResolution(app.maxSchema)
+		}
+	}
+	ref, err := app.Appender.AppendHistogram(ref, lset, t, h, fh)
+	if err != nil {
+		return 0, err
+	}
+	return ref, nil
+}
+
 // PopulateLabels builds a label set from the given label set and scrape configuration.
 // It returns a label set before relabeling was applied as the second return value.
 // Returns the original discovered label set found before relabelling was applied if the target is dropped during relabeling.
diff --git a/scripts/compress_assets.sh b/scripts/compress_assets.sh
index 615e30c43c5..6608677bbfe 100755
--- a/scripts/compress_assets.sh
+++ b/scripts/compress_assets.sh
@@ -12,5 +12,5 @@ GZIP_OPTS="-fk"
 if ! gzip -k -h &>/dev/null; then GZIP_OPTS="-f"; fi
 
 find static -type f -name '*.gz' -delete
-find static -type f -exec gzip $GZIP_OPTS '{}' \; -print0 | xargs -0 -I % echo %.gz | xargs echo //go:embed >> embed.go
+find static -type f -exec gzip $GZIP_OPTS '{}' \; -print0 | xargs -0 -I % echo %.gz | sort | xargs echo //go:embed >> embed.go
 echo var EmbedFS embed.FS >> embed.go
diff --git a/scripts/golangci-lint.yml b/scripts/golangci-lint.yml
index 4b292229def..8f252791119 100644
--- a/scripts/golangci-lint.yml
+++ b/scripts/golangci-lint.yml
@@ -26,7 +26,7 @@ jobs:
       - name: Checkout repository
         uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4.1.1
       - name: install Go
-        uses: actions/setup-go@6edd4406fa81c3da01a34fa6f6343087c207a568 # v3.5.0
+        uses: actions/setup-go@0c52d547c9bc32b1aa3301fd7a9cb496313a4491 # v5.0.0
         with:
           go-version: 1.21.x
       - name: Install snmp_exporter/generator dependencies
diff --git a/scripts/tools.go b/scripts/tools.go
index 52b46491127..e1dd80232ff 100644
--- a/scripts/tools.go
+++ b/scripts/tools.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build tools
-// +build tools
 
 // Package tools tracks dependencies for tools that are required to generate the protobuf code.
 // See https://github.com/golang/go/issues/25922
diff --git a/storage/buffer.go b/storage/buffer.go
index d19f841d43c..b3c789e97d9 100644
--- a/storage/buffer.go
+++ b/storage/buffer.go
@@ -24,6 +24,9 @@ import (
 
 // BufferedSeriesIterator wraps an iterator with a look-back buffer.
 type BufferedSeriesIterator struct {
+	hReader  histogram.Histogram
+	fhReader histogram.FloatHistogram
+
 	it    chunkenc.Iterator
 	buf   *sampleRing
 	delta int64
@@ -118,10 +121,10 @@ func (b *BufferedSeriesIterator) Next() chunkenc.ValueType {
 		t, f := b.it.At()
 		b.buf.addF(fSample{t: t, f: f})
 	case chunkenc.ValHistogram:
-		t, h := b.it.AtHistogram()
+		t, h := b.it.AtHistogram(&b.hReader)
 		b.buf.addH(hSample{t: t, h: h})
 	case chunkenc.ValFloatHistogram:
-		t, fh := b.it.AtFloatHistogram()
+		t, fh := b.it.AtFloatHistogram(&b.fhReader)
 		b.buf.addFH(fhSample{t: t, fh: fh})
 	default:
 		panic(fmt.Errorf("BufferedSeriesIterator: unknown value type %v", b.valueType))
@@ -140,13 +143,13 @@ func (b *BufferedSeriesIterator) At() (int64, float64) {
 }
 
 // AtHistogram returns the current histogram element of the iterator.
-func (b *BufferedSeriesIterator) AtHistogram() (int64, *histogram.Histogram) {
-	return b.it.AtHistogram()
+func (b *BufferedSeriesIterator) AtHistogram(fh *histogram.Histogram) (int64, *histogram.Histogram) {
+	return b.it.AtHistogram(fh)
 }
 
 // AtFloatHistogram returns the current float-histogram element of the iterator.
-func (b *BufferedSeriesIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
-	return b.it.AtFloatHistogram()
+func (b *BufferedSeriesIterator) AtFloatHistogram(fh *histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
+	return b.it.AtFloatHistogram(fh)
 }
 
 // AtT returns the current timestamp of the iterator.
@@ -378,7 +381,11 @@ func (it *SampleRingIterator) AtFloatHistogram(fh *histogram.FloatHistogram) (in
 	if it.fh == nil {
 		return it.t, it.h.ToFloat(fh)
 	}
-	return it.t, it.fh
+	if fh != nil {
+		it.fh.CopyTo(fh)
+		return it.t, fh
+	}
+	return it.t, it.fh.Copy()
 }
 
 func (it *SampleRingIterator) AtT() int64 {
@@ -672,7 +679,12 @@ func addH(s hSample, buf []hSample, r *sampleRing) []hSample {
 		}
 	}
 
-	buf[r.i] = s
+	buf[r.i].t = s.t
+	if buf[r.i].h == nil {
+		buf[r.i].h = s.h.Copy()
+	} else {
+		s.h.CopyTo(buf[r.i].h)
+	}
 	r.l++
 
 	// Free head of the buffer of samples that just fell out of the range.
@@ -711,7 +723,12 @@ func addFH(s fhSample, buf []fhSample, r *sampleRing) []fhSample {
 		}
 	}
 
-	buf[r.i] = s
+	buf[r.i].t = s.t
+	if buf[r.i].fh == nil {
+		buf[r.i].fh = s.fh.Copy()
+	} else {
+		s.fh.CopyTo(buf[r.i].fh)
+	}
 	r.l++
 
 	// Free head of the buffer of samples that just fell out of the range.
diff --git a/storage/fanout.go b/storage/fanout.go
index a9a3f904b6c..e52342bc7ed 100644
--- a/storage/fanout.go
+++ b/storage/fanout.go
@@ -89,7 +89,9 @@ func (f *fanout) Querier(mint, maxt int64) (Querier, error) {
 			}
 			return nil, errs.Err()
 		}
-		secondaries = append(secondaries, querier)
+		if _, ok := querier.(noopQuerier); !ok {
+			secondaries = append(secondaries, querier)
+		}
 	}
 	return NewMergeQuerier([]Querier{primary}, secondaries, ChainedSeriesMerge), nil
 }
diff --git a/storage/interface.go b/storage/interface.go
index 675e44c0ee6..347e779b561 100644
--- a/storage/interface.go
+++ b/storage/interface.go
@@ -197,6 +197,20 @@ type SelectHints struct {
 	By       bool     // Indicate whether it is without or by.
 	Range    int64    // Range vector selector range in milliseconds.
 
+	// ShardCount is the total number of shards that series should be split into
+	// at query time. Then, only series in the ShardIndex shard will be returned
+	// by the query.
+	//
+	// ShardCount equal to 0 means that sharding is disabled.
+	ShardCount uint64
+
+	// ShardIndex is the series shard index to query. The index must be between 0 and ShardCount-1.
+	// When ShardCount is set to a value > 0, then a query will only process series within the
+	// ShardIndex's shard.
+	//
+	// Series are sharded by "labels stable hash" mod "ShardCount".
+	ShardIndex uint64
+
 	// DisableTrimming allows to disable trimming of matching series chunks based on query Start and End time.
 	// When disabled, the result may contain samples outside the queried time range but Select() performances
 	// may be improved.
diff --git a/storage/memoized_iterator.go b/storage/memoized_iterator.go
index cb9fdeef46a..4ab2aa5d786 100644
--- a/storage/memoized_iterator.go
+++ b/storage/memoized_iterator.go
@@ -113,7 +113,7 @@ func (b *MemoizedSeriesIterator) Next() chunkenc.ValueType {
 		b.prevFloatHistogram = nil
 	case chunkenc.ValHistogram, chunkenc.ValFloatHistogram:
 		b.prevValue = 0
-		b.prevTime, b.prevFloatHistogram = b.it.AtFloatHistogram()
+		b.prevTime, b.prevFloatHistogram = b.it.AtFloatHistogram(nil)
 	}
 
 	b.valueType = b.it.Next()
@@ -133,7 +133,7 @@ func (b *MemoizedSeriesIterator) At() (int64, float64) {
 
 // AtFloatHistogram returns the current float-histogram element of the iterator.
 func (b *MemoizedSeriesIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
-	return b.it.AtFloatHistogram()
+	return b.it.AtFloatHistogram(nil)
 }
 
 // Err returns the last encountered error.
diff --git a/storage/merge.go b/storage/merge.go
index b4ebb440f30..38897449b5c 100644
--- a/storage/merge.go
+++ b/storage/merge.go
@@ -46,6 +46,9 @@ type mergeGenericQuerier struct {
 //
 // In case of overlaps between the data given by primaries' and secondaries' Selects, merge function will be used.
 func NewMergeQuerier(primaries, secondaries []Querier, mergeFn VerticalSeriesMergeFunc) Querier {
+	if len(primaries)+len(secondaries) == 0 {
+		return NoopQuerier()
+	}
 	queriers := make([]genericQuerier, 0, len(primaries)+len(secondaries))
 	for _, q := range primaries {
 		if _, ok := q.(noopQuerier); !ok && q != nil {
@@ -522,11 +525,11 @@ func (c *chainSampleIterator) At() (t int64, v float64) {
 	return c.curr.At()
 }
 
-func (c *chainSampleIterator) AtHistogram() (int64, *histogram.Histogram) {
+func (c *chainSampleIterator) AtHistogram(h *histogram.Histogram) (int64, *histogram.Histogram) {
 	if c.curr == nil {
 		panic("chainSampleIterator.AtHistogram called before first .Next or after .Next returned false.")
 	}
-	t, h := c.curr.AtHistogram()
+	t, h := c.curr.AtHistogram(h)
 	// If the current sample is not consecutive with the previous one, we
 	// cannot be sure anymore about counter resets for counter histograms.
 	// TODO(beorn7): If a `NotCounterReset` sample is followed by a
@@ -539,11 +542,11 @@ func (c *chainSampleIterator) AtHistogram() (int64, *histogram.Histogram) {
 	return t, h
 }
 
-func (c *chainSampleIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
+func (c *chainSampleIterator) AtFloatHistogram(fh *histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
 	if c.curr == nil {
 		panic("chainSampleIterator.AtFloatHistogram called before first .Next or after .Next returned false.")
 	}
-	t, fh := c.curr.AtFloatHistogram()
+	t, fh := c.curr.AtFloatHistogram(fh)
 	// If the current sample is not consecutive with the previous one, we
 	// cannot be sure anymore about counter resets for counter histograms.
 	// TODO(beorn7): If a `NotCounterReset` sample is followed by a
diff --git a/storage/remote/codec.go b/storage/remote/codec.go
index 9da7abf00a4..5d1fc7e9751 100644
--- a/storage/remote/codec.go
+++ b/storage/remote/codec.go
@@ -154,10 +154,10 @@ func ToQueryResult(ss storage.SeriesSet, sampleLimit int) (*prompb.QueryResult,
 					Value:     val,
 				})
 			case chunkenc.ValHistogram:
-				ts, h := iter.AtHistogram()
+				ts, h := iter.AtHistogram(nil)
 				histograms = append(histograms, HistogramToHistogramProto(ts, h))
 			case chunkenc.ValFloatHistogram:
-				ts, fh := iter.AtFloatHistogram()
+				ts, fh := iter.AtFloatHistogram(nil)
 				histograms = append(histograms, FloatHistogramToHistogramProto(ts, fh))
 			default:
 				return nil, ss.Warnings(), fmt.Errorf("unrecognized value type: %s", valType)
@@ -477,7 +477,7 @@ func (c *concreteSeriesIterator) At() (t int64, v float64) {
 }
 
 // AtHistogram implements chunkenc.Iterator.
-func (c *concreteSeriesIterator) AtHistogram() (int64, *histogram.Histogram) {
+func (c *concreteSeriesIterator) AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram) {
 	if c.curValType != chunkenc.ValHistogram {
 		panic("iterator is not on an integer histogram sample")
 	}
@@ -486,7 +486,7 @@ func (c *concreteSeriesIterator) AtHistogram() (int64, *histogram.Histogram) {
 }
 
 // AtFloatHistogram implements chunkenc.Iterator.
-func (c *concreteSeriesIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
+func (c *concreteSeriesIterator) AtFloatHistogram(*histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
 	switch c.curValType {
 	case chunkenc.ValHistogram:
 		fh := c.series.histograms[c.histogramsCur]
diff --git a/storage/remote/otlptranslator/prometheus/normalize_label.go b/storage/remote/otlptranslator/prometheus/normalize_label.go
index b44ba869fe6..7a6b4effcbb 100644
--- a/storage/remote/otlptranslator/prometheus/normalize_label.go
+++ b/storage/remote/otlptranslator/prometheus/normalize_label.go
@@ -1,3 +1,5 @@
+// DO NOT EDIT. COPIED AS-IS. SEE ../README.md
+
 // Copyright The OpenTelemetry Authors
 // SPDX-License-Identifier: Apache-2.0
 
diff --git a/storage/remote/otlptranslator/prometheus/normalize_name.go b/storage/remote/otlptranslator/prometheus/normalize_name.go
index 72fc04cea22..9a2ccf6849b 100644
--- a/storage/remote/otlptranslator/prometheus/normalize_name.go
+++ b/storage/remote/otlptranslator/prometheus/normalize_name.go
@@ -1,3 +1,5 @@
+// DO NOT EDIT. COPIED AS-IS. SEE ../README.md
+
 // Copyright The OpenTelemetry Authors
 // SPDX-License-Identifier: Apache-2.0
 
@@ -17,7 +19,6 @@ import (
 // Prometheus best practices for units: https://prometheus.io/docs/practices/naming/#base-units
 // OpenMetrics specification for units: https://github.com/OpenObservability/OpenMetrics/blob/main/specification/OpenMetrics.md#units-and-base-units
 var unitMap = map[string]string{
-
 	// Time
 	"d":   "days",
 	"h":   "hours",
@@ -106,7 +107,6 @@ func BuildCompliantName(metric pmetric.Metric, namespace string, addMetricSuffix
 
 // Build a normalized name for the specified metric
 func normalizeName(metric pmetric.Metric, namespace string) string {
-
 	// Split metric name in "tokens" (remove all non-alphanumeric)
 	nameTokens := strings.FieldsFunc(
 		metric.Name(),
diff --git a/storage/remote/otlptranslator/prometheus/unit_to_ucum.go b/storage/remote/otlptranslator/prometheus/unit_to_ucum.go
index b2f2c4f3aa2..8595879ff93 100644
--- a/storage/remote/otlptranslator/prometheus/unit_to_ucum.go
+++ b/storage/remote/otlptranslator/prometheus/unit_to_ucum.go
@@ -1,3 +1,5 @@
+// DO NOT EDIT. COPIED AS-IS. SEE ../README.md
+
 // Copyright The OpenTelemetry Authors
 // SPDX-License-Identifier: Apache-2.0
 
@@ -6,7 +8,6 @@ package prometheus // import "github.com/open-telemetry/opentelemetry-collector-
 import "strings"
 
 var wordToUCUM = map[string]string{
-
 	// Time
 	"days":         "d",
 	"hours":        "h",
diff --git a/storage/remote/otlptranslator/prometheusremotewrite/helper.go b/storage/remote/otlptranslator/prometheusremotewrite/helper.go
index 49ad5672b34..abf29879751 100644
--- a/storage/remote/otlptranslator/prometheusremotewrite/helper.go
+++ b/storage/remote/otlptranslator/prometheusremotewrite/helper.go
@@ -1,4 +1,4 @@
-// DO NOT EDIT. COPIED AS-IS. SEE README.md
+// DO NOT EDIT. COPIED AS-IS. SEE ../README.md
 
 // Copyright The OpenTelemetry Authors
 // SPDX-License-Identifier: Apache-2.0
@@ -71,8 +71,8 @@ func (a ByLabelName) Swap(i, j int)      { a[i], a[j] = a[j], a[i] }
 // creates a new TimeSeries in the map if not found and returns the time series signature.
 // tsMap will be unmodified if either labels or sample is nil, but can still be modified if the exemplar is nil.
 func addSample(tsMap map[string]*prompb.TimeSeries, sample *prompb.Sample, labels []prompb.Label,
-	datatype string) string {
-
+	datatype string,
+) string {
 	if sample == nil || labels == nil || tsMap == nil {
 		return ""
 	}
@@ -185,7 +185,7 @@ func createAttributes(resource pcommon.Resource, attributes pcommon.Map, externa
 	sort.Stable(ByLabelName(labels))
 
 	for _, label := range labels {
-		var finalKey = prometheustranslator.NormalizeLabel(label.Name)
+		finalKey := prometheustranslator.NormalizeLabel(label.Name)
 		if existingLabel, alreadyExists := l[finalKey]; alreadyExists {
 			l[finalKey] = existingLabel + ";" + label.Value
 		} else {
@@ -457,7 +457,8 @@ func maxTimestamp(a, b pcommon.Timestamp) pcommon.Timestamp {
 
 // addSingleSummaryDataPoint converts pt to len(QuantileValues) + 2 samples.
 func addSingleSummaryDataPoint(pt pmetric.SummaryDataPoint, resource pcommon.Resource, metric pmetric.Metric, settings Settings,
-	tsMap map[string]*prompb.TimeSeries) {
+	tsMap map[string]*prompb.TimeSeries,
+) {
 	timestamp := convertTimeStamp(pt.Timestamp())
 	// sum and count of the summary should append suffix to baseName
 	baseName := prometheustranslator.BuildCompliantName(metric, settings.Namespace, settings.AddMetricSuffixes)
diff --git a/storage/remote/otlptranslator/prometheusremotewrite/histograms.go b/storage/remote/otlptranslator/prometheusremotewrite/histograms.go
index 3c7494a6bfe..0a528f60741 100644
--- a/storage/remote/otlptranslator/prometheusremotewrite/histograms.go
+++ b/storage/remote/otlptranslator/prometheusremotewrite/histograms.go
@@ -1,4 +1,4 @@
-// DO NOT EDIT. COPIED AS-IS. SEE README.md
+// DO NOT EDIT. COPIED AS-IS. SEE ../README.md
 
 // Copyright The OpenTelemetry Authors
 // SPDX-License-Identifier: Apache-2.0
diff --git a/storage/remote/otlptranslator/prometheusremotewrite/metrics_to_prw.go b/storage/remote/otlptranslator/prometheusremotewrite/metrics_to_prw.go
index 6a5a6560488..6e8f42fae06 100644
--- a/storage/remote/otlptranslator/prometheusremotewrite/metrics_to_prw.go
+++ b/storage/remote/otlptranslator/prometheusremotewrite/metrics_to_prw.go
@@ -1,4 +1,4 @@
-// DO NOT EDIT. COPIED AS-IS. SEE README.md
+// DO NOT EDIT. COPIED AS-IS. SEE ../README.md
 
 // Copyright The OpenTelemetry Authors
 // SPDX-License-Identifier: Apache-2.0
diff --git a/storage/remote/otlptranslator/prometheusremotewrite/number_data_points.go b/storage/remote/otlptranslator/prometheusremotewrite/number_data_points.go
index c8e59694b85..85684ad6de4 100644
--- a/storage/remote/otlptranslator/prometheusremotewrite/number_data_points.go
+++ b/storage/remote/otlptranslator/prometheusremotewrite/number_data_points.go
@@ -1,4 +1,4 @@
-// DO NOT EDIT. COPIED AS-IS. SEE README.md
+// DO NOT EDIT. COPIED AS-IS. SEE ../README.md
 
 // Copyright The OpenTelemetry Authors
 // SPDX-License-Identifier: Apache-2.0
diff --git a/storage/remote/otlptranslator/update-copy.sh b/storage/remote/otlptranslator/update-copy.sh
index 36ad0cc35c0..10dc194d043 100755
--- a/storage/remote/otlptranslator/update-copy.sh
+++ b/storage/remote/otlptranslator/update-copy.sh
@@ -1,4 +1,5 @@
 #!/bin/bash
+set -xe
 
 OTEL_VERSION=v0.88.0
 
@@ -6,11 +7,21 @@ git clone https://github.com/open-telemetry/opentelemetry-collector-contrib ./tm
 cd ./tmp
 git checkout $OTEL_VERSION
 cd ..
+
 rm -rf ./prometheusremotewrite/*
 cp -r ./tmp/pkg/translator/prometheusremotewrite/*.go ./prometheusremotewrite
+rm -rf ./prometheusremotewrite/*_test.go
+
+rm -rf ./prometheus/*
 cp -r ./tmp/pkg/translator/prometheus/*.go ./prometheus
 rm -rf ./prometheus/*_test.go
+
 rm -rf ./tmp
 
-sed -i '' 's#github.com/open-telemetry/opentelemetry-collector-contrib/pkg/translator/prometheus#github.com/prometheus/prometheus/storage/remote/otlptranslator/prometheus#g' ./prometheusremotewrite/*.go
-sed -i '' '1s#^#// DO NOT EDIT. COPIED AS-IS. SEE README.md\n\n#g' ./prometheusremotewrite/*.go
+case $(sed --help 2>&1) in
+  *GNU*) set sed -i;;
+  *)     set sed -i '';;
+esac
+
+"$@" -e 's#github.com/open-telemetry/opentelemetry-collector-contrib/pkg/translator/prometheus#github.com/prometheus/prometheus/storage/remote/otlptranslator/prometheus#g' ./prometheusremotewrite/*.go
+"$@" -e '1s#^#// DO NOT EDIT. COPIED AS-IS. SEE ../README.md\n\n#g' ./prometheusremotewrite/*.go ./prometheus/*.go
diff --git a/storage/remote/queue_manager.go b/storage/remote/queue_manager.go
index ef7b612bfc6..980dcfbab36 100644
--- a/storage/remote/queue_manager.go
+++ b/storage/remote/queue_manager.go
@@ -37,6 +37,7 @@ import (
 	"github.com/prometheus/prometheus/model/labels"
 	"github.com/prometheus/prometheus/model/metadata"
 	"github.com/prometheus/prometheus/model/relabel"
+	"github.com/prometheus/prometheus/model/timestamp"
 	"github.com/prometheus/prometheus/prompb"
 	writev2 "github.com/prometheus/prometheus/prompb/write/v2"
 	"github.com/prometheus/prometheus/scrape"
@@ -53,6 +54,10 @@ const (
 
 	// Allow 30% too many shards before scaling down.
 	shardToleranceFraction = 0.3
+
+	reasonTooOld                     = "too_old"
+	reasonDroppedSeries              = "dropped_series"
+	reasonUnintentionalDroppedSeries = "unintentionally_dropped_series"
 )
 
 type queueManagerMetrics struct {
@@ -70,9 +75,9 @@ type queueManagerMetrics struct {
 	retriedExemplarsTotal  prometheus.Counter
 	retriedHistogramsTotal prometheus.Counter
 	retriedMetadataTotal   prometheus.Counter
-	droppedSamplesTotal    prometheus.Counter
-	droppedExemplarsTotal  prometheus.Counter
-	droppedHistogramsTotal prometheus.Counter
+	droppedSamplesTotal    *prometheus.CounterVec
+	droppedExemplarsTotal  *prometheus.CounterVec
+	droppedHistogramsTotal *prometheus.CounterVec
 	enqueueRetriesTotal    prometheus.Counter
 	sentBatchDuration      prometheus.Histogram
 	highestSentTimestamp   *maxTimestamp
@@ -182,27 +187,27 @@ func newQueueManagerMetrics(r prometheus.Registerer, rn, e string) *queueManager
 		Help:        "Total number of metadata entries which failed on send to remote storage but were retried because the send error was recoverable.",
 		ConstLabels: constLabels,
 	})
-	m.droppedSamplesTotal = prometheus.NewCounter(prometheus.CounterOpts{
+	m.droppedSamplesTotal = prometheus.NewCounterVec(prometheus.CounterOpts{
 		Namespace:   namespace,
 		Subsystem:   subsystem,
 		Name:        "samples_dropped_total",
-		Help:        "Total number of samples which were dropped after being read from the WAL before being sent via remote write, either via relabelling or unintentionally because of an unknown reference ID.",
+		Help:        "Total number of samples which were dropped after being read from the WAL before being sent via remote write, either via relabelling, due to being too old or unintentionally because of an unknown reference ID.",
 		ConstLabels: constLabels,
-	})
-	m.droppedExemplarsTotal = prometheus.NewCounter(prometheus.CounterOpts{
+	}, []string{"reason"})
+	m.droppedExemplarsTotal = prometheus.NewCounterVec(prometheus.CounterOpts{
 		Namespace:   namespace,
 		Subsystem:   subsystem,
 		Name:        "exemplars_dropped_total",
-		Help:        "Total number of exemplars which were dropped after being read from the WAL before being sent via remote write, either via relabelling or unintentionally because of an unknown reference ID.",
+		Help:        "Total number of exemplars which were dropped after being read from the WAL before being sent via remote write, either via relabelling, due to being too old or unintentionally because of an unknown reference ID.",
 		ConstLabels: constLabels,
-	})
-	m.droppedHistogramsTotal = prometheus.NewCounter(prometheus.CounterOpts{
+	}, []string{"reason"})
+	m.droppedHistogramsTotal = prometheus.NewCounterVec(prometheus.CounterOpts{
 		Namespace:   namespace,
 		Subsystem:   subsystem,
 		Name:        "histograms_dropped_total",
-		Help:        "Total number of histograms which were dropped after being read from the WAL before being sent via remote write, either via relabelling or unintentionally because of an unknown reference ID.",
+		Help:        "Total number of histograms which were dropped after being read from the WAL before being sent via remote write, either via relabelling, due to being too old or unintentionally because of an unknown reference ID.",
 		ConstLabels: constLabels,
-	})
+	}, []string{"reason"})
 	m.enqueueRetriesTotal = prometheus.NewCounter(prometheus.CounterOpts{
 		Namespace:   namespace,
 		Subsystem:   subsystem,
@@ -400,7 +405,8 @@ const (
 // indicated by the provided WriteClient. Implements writeTo interface
 // used by WAL Watcher.
 type QueueManager struct {
-	lastSendTimestamp atomic.Int64
+	lastSendTimestamp          atomic.Int64
+	buildRequestLimitTimestamp atomic.Int64
 
 	logger               log.Logger
 	flushDeadline        time.Duration
@@ -566,7 +572,7 @@ func (t *QueueManager) AppendWatcherMetadata(ctx context.Context, metadata []scr
 
 func (t *QueueManager) sendMetadataWithBackoff(ctx context.Context, metadata []prompb.MetricMetadata, pBuf *proto.Buffer) error {
 	// Build the WriteRequest with no samples.
-	req, _, err := buildWriteRequest(nil, metadata, pBuf, nil)
+	req, _, _, err := buildWriteRequest(t.logger, nil, metadata, pBuf, nil, nil)
 	if err != nil {
 		return err
 	}
@@ -612,18 +618,95 @@ func (t *QueueManager) sendMetadataWithBackoff(ctx context.Context, metadata []p
 	return nil
 }
 
+func isSampleOld(baseTime time.Time, sampleAgeLimit time.Duration, ts int64) bool {
+	if sampleAgeLimit == 0 {
+		// If sampleAgeLimit is unset, then we never skip samples due to their age.
+		return false
+	}
+	limitTs := baseTime.Add(-sampleAgeLimit)
+	sampleTs := timestamp.Time(ts)
+	return sampleTs.Before(limitTs)
+}
+
+func isTimeSeriesOldFilter(metrics *queueManagerMetrics, baseTime time.Time, sampleAgeLimit time.Duration) func(ts prompb.TimeSeries) bool {
+	return func(ts prompb.TimeSeries) bool {
+		if sampleAgeLimit == 0 {
+			// If sampleAgeLimit is unset, then we never skip samples due to their age.
+			return false
+		}
+		switch {
+		// Only the first element should be set in the series, therefore we only check the first element.
+		case len(ts.Samples) > 0:
+			if isSampleOld(baseTime, sampleAgeLimit, ts.Samples[0].Timestamp) {
+				metrics.droppedSamplesTotal.WithLabelValues(reasonTooOld).Inc()
+				return true
+			}
+		case len(ts.Histograms) > 0:
+			if isSampleOld(baseTime, sampleAgeLimit, ts.Histograms[0].Timestamp) {
+				metrics.droppedHistogramsTotal.WithLabelValues(reasonTooOld).Inc()
+				return true
+			}
+		case len(ts.Exemplars) > 0:
+			if isSampleOld(baseTime, sampleAgeLimit, ts.Exemplars[0].Timestamp) {
+				metrics.droppedExemplarsTotal.WithLabelValues(reasonTooOld).Inc()
+				return true
+			}
+		default:
+			return false
+		}
+		return false
+	}
+}
+
+func isV2TimeSeriesOldFilter(metrics *queueManagerMetrics, baseTime time.Time, sampleAgeLimit time.Duration) func(ts writev2.TimeSeries) bool {
+	return func(ts writev2.TimeSeries) bool {
+		if sampleAgeLimit == 0 {
+			// If sampleAgeLimit is unset, then we never skip samples due to their age.
+			return false
+		}
+		switch {
+		// Only the first element should be set in the series, therefore we only check the first element.
+		case len(ts.Samples) > 0:
+			if isSampleOld(baseTime, sampleAgeLimit, ts.Samples[0].Timestamp) {
+				metrics.droppedSamplesTotal.WithLabelValues(reasonTooOld).Inc()
+				return true
+			}
+		case len(ts.Histograms) > 0:
+			if isSampleOld(baseTime, sampleAgeLimit, ts.Histograms[0].Timestamp) {
+				metrics.droppedHistogramsTotal.WithLabelValues(reasonTooOld).Inc()
+				return true
+			}
+		case len(ts.Exemplars) > 0:
+			if isSampleOld(baseTime, sampleAgeLimit, ts.Exemplars[0].Timestamp) {
+				metrics.droppedExemplarsTotal.WithLabelValues(reasonTooOld).Inc()
+				return true
+			}
+		default:
+			return false
+		}
+		return false
+	}
+}
+
 // Append queues a sample to be sent to the remote storage. Blocks until all samples are
 // enqueued on their shards or a shutdown signal is received.
 func (t *QueueManager) Append(samples []record.RefSample) bool {
+	currentTime := time.Now()
 outer:
 	for _, s := range samples {
+		if isSampleOld(currentTime, time.Duration(t.cfg.SampleAgeLimit), s.T) {
+			t.metrics.droppedSamplesTotal.WithLabelValues(reasonTooOld).Inc()
+			continue
+		}
 		t.seriesMtx.Lock()
 		lbls, ok := t.seriesLabels[s.Ref]
 		if !ok {
-			t.metrics.droppedSamplesTotal.Inc()
 			t.dataDropped.incr(1)
 			if _, ok := t.droppedSeries[s.Ref]; !ok {
 				level.Info(t.logger).Log("msg", "Dropped sample for series that was not explicitly dropped via relabelling", "ref", s.Ref)
+				t.metrics.droppedSamplesTotal.WithLabelValues(reasonUnintentionalDroppedSeries).Inc()
+			} else {
+				t.metrics.droppedSamplesTotal.WithLabelValues(reasonDroppedSeries).Inc()
 			}
 			t.seriesMtx.Unlock()
 			continue
@@ -669,17 +752,23 @@ func (t *QueueManager) AppendExemplars(exemplars []record.RefExemplar) bool {
 	if !t.sendExemplars {
 		return true
 	}
-
+	currentTime := time.Now()
 outer:
 	for _, e := range exemplars {
+		if isSampleOld(currentTime, time.Duration(t.cfg.SampleAgeLimit), e.T) {
+			t.metrics.droppedExemplarsTotal.WithLabelValues(reasonTooOld).Inc()
+			continue
+		}
 		t.seriesMtx.Lock()
 		lbls, ok := t.seriesLabels[e.Ref]
 		if !ok {
-			t.metrics.droppedExemplarsTotal.Inc()
 			// Track dropped exemplars in the same EWMA for sharding calc.
 			t.dataDropped.incr(1)
 			if _, ok := t.droppedSeries[e.Ref]; !ok {
 				level.Info(t.logger).Log("msg", "Dropped exemplar for series that was not explicitly dropped via relabelling", "ref", e.Ref)
+				t.metrics.droppedExemplarsTotal.WithLabelValues(reasonUnintentionalDroppedSeries).Inc()
+			} else {
+				t.metrics.droppedExemplarsTotal.WithLabelValues(reasonDroppedSeries).Inc()
 			}
 			t.seriesMtx.Unlock()
 			continue
@@ -720,16 +809,22 @@ func (t *QueueManager) AppendHistograms(histograms []record.RefHistogramSample)
 	if !t.sendNativeHistograms {
 		return true
 	}
-
+	currentTime := time.Now()
 outer:
 	for _, h := range histograms {
+		if isSampleOld(currentTime, time.Duration(t.cfg.SampleAgeLimit), h.T) {
+			t.metrics.droppedHistogramsTotal.WithLabelValues(reasonTooOld).Inc()
+			continue
+		}
 		t.seriesMtx.Lock()
 		lbls, ok := t.seriesLabels[h.Ref]
 		if !ok {
-			t.metrics.droppedHistogramsTotal.Inc()
 			t.dataDropped.incr(1)
 			if _, ok := t.droppedSeries[h.Ref]; !ok {
 				level.Info(t.logger).Log("msg", "Dropped histogram for series that was not explicitly dropped via relabelling", "ref", h.Ref)
+				t.metrics.droppedHistogramsTotal.WithLabelValues(reasonUnintentionalDroppedSeries).Inc()
+			} else {
+				t.metrics.droppedHistogramsTotal.WithLabelValues(reasonDroppedSeries).Inc()
 			}
 			t.seriesMtx.Unlock()
 			continue
@@ -769,16 +864,22 @@ func (t *QueueManager) AppendFloatHistograms(floatHistograms []record.RefFloatHi
 	if !t.sendNativeHistograms {
 		return true
 	}
-
+	currentTime := time.Now()
 outer:
 	for _, h := range floatHistograms {
+		if isSampleOld(currentTime, time.Duration(t.cfg.SampleAgeLimit), h.T) {
+			t.metrics.droppedHistogramsTotal.WithLabelValues(reasonTooOld).Inc()
+			continue
+		}
 		t.seriesMtx.Lock()
 		lbls, ok := t.seriesLabels[h.Ref]
 		if !ok {
-			t.metrics.droppedHistogramsTotal.Inc()
 			t.dataDropped.incr(1)
 			if _, ok := t.droppedSeries[h.Ref]; !ok {
 				level.Info(t.logger).Log("msg", "Dropped histogram for series that was not explicitly dropped via relabelling", "ref", h.Ref)
+				t.metrics.droppedHistogramsTotal.WithLabelValues(reasonUnintentionalDroppedSeries).Inc()
+			} else {
+				t.metrics.droppedHistogramsTotal.WithLabelValues(reasonDroppedSeries).Inc()
 			}
 			t.seriesMtx.Unlock()
 			continue
@@ -1560,22 +1661,14 @@ func populateTimeSeries(batch []timeSeries, pendingData []prompb.TimeSeries, sen
 
 func (s *shards) sendSamples(ctx context.Context, series []prompb.TimeSeries, sampleCount, exemplarCount, histogramCount int, pBuf *proto.Buffer, buf *[]byte) {
 	begin := time.Now()
-	// Build the WriteRequest with no metadata.
-	// Failing to build the write request is non-recoverable, since it will
-	// only error if marshaling the proto to bytes fails.
-	req, highest, err := buildWriteRequest(series, nil, pBuf, buf)
-	if err == nil {
-		err = s.sendSamplesWithBackoff(ctx, req, sampleCount, exemplarCount, histogramCount, 0, highest)
-	}
+	err := s.sendSamplesWithBackoff(ctx, series, sampleCount, exemplarCount, histogramCount, 0, pBuf, buf)
+
 	s.updateMetrics(ctx, err, sampleCount, exemplarCount, histogramCount, 0, time.Since(begin))
 }
 
 func (s *shards) sendV2Samples(ctx context.Context, samples []writev2.TimeSeries, labels []string, sampleCount, exemplarCount, histogramCount, metadataCount int, pBuf, buf *[]byte) {
 	begin := time.Now()
-	req, highest, err := buildMinimizedWriteRequestStr(samples, labels, pBuf, buf)
-	if err == nil {
-		err = s.sendSamplesWithBackoff(ctx, req, sampleCount, exemplarCount, histogramCount, metadataCount, highest)
-	}
+	err := s.sendV2SamplesWithBackoff(ctx, samples, sampleCount, exemplarCount, histogramCount, metadataCount, labels, pBuf, buf)
 	s.updateMetrics(ctx, err, sampleCount, exemplarCount, histogramCount, metadataCount, time.Since(begin))
 }
 
@@ -1603,13 +1696,132 @@ func (s *shards) updateMetrics(ctx context.Context, err error, sampleCount, exem
 }
 
 // sendSamples to the remote storage with backoff for recoverable errors.
-func (s *shards) sendSamplesWithBackoff(ctx context.Context, rawReq []byte, sampleCount, exemplarCount, histogramCount, metadataCount int, highestTimestamp int64) error {
-	reqSize := len(rawReq)
+func (s *shards) sendSamplesWithBackoff(ctx context.Context, samples []prompb.TimeSeries, sampleCount, exemplarCount, histogramCount, metadataCount int, pBuf *proto.Buffer, buf *[]byte) error {
+	// Build the WriteRequest with no metadata.
+	req, highest, lowest, err := buildWriteRequest(s.qm.logger, samples, nil, pBuf, buf, nil)
+	s.qm.buildRequestLimitTimestamp.Store(lowest)
+	if err != nil {
+		// Failing to build the write request is non-recoverable, since it will
+		// only error if marshaling the proto to bytes fails.
+		return err
+	}
+
+	reqSize := len(req)
+	*buf = req
+
+	// An anonymous function allows us to defer the completion of our per-try spans
+	// without causing a memory leak, and it has the nice effect of not propagating any
+	// parameters for sendSamplesWithBackoff/3.
+	attemptStore := func(try int) error {
+		currentTime := time.Now()
+		lowest := s.qm.buildRequestLimitTimestamp.Load()
+		if isSampleOld(currentTime, time.Duration(s.qm.cfg.SampleAgeLimit), lowest) {
+			// This will filter out old samples during retries.
+			req, _, lowest, err := buildWriteRequest(
+				s.qm.logger,
+				samples,
+				nil,
+				pBuf,
+				buf,
+				isTimeSeriesOldFilter(s.qm.metrics, currentTime, time.Duration(s.qm.cfg.SampleAgeLimit)),
+			)
+			s.qm.buildRequestLimitTimestamp.Store(lowest)
+			if err != nil {
+				return err
+			}
+			*buf = req
+		}
+
+		ctx, span := otel.Tracer("").Start(ctx, "Remote Send Batch")
+		defer span.End()
+
+		span.SetAttributes(
+			attribute.Int("request_size", reqSize),
+			attribute.Int("samples", sampleCount),
+			attribute.Int("try", try),
+			attribute.String("remote_name", s.qm.storeClient.Name()),
+			attribute.String("remote_url", s.qm.storeClient.Endpoint()),
+		)
+
+		if exemplarCount > 0 {
+			span.SetAttributes(attribute.Int("exemplars", exemplarCount))
+		}
+		if histogramCount > 0 {
+			span.SetAttributes(attribute.Int("histograms", histogramCount))
+		}
+
+		begin := time.Now()
+		s.qm.metrics.samplesTotal.Add(float64(sampleCount))
+		s.qm.metrics.exemplarsTotal.Add(float64(exemplarCount))
+		s.qm.metrics.histogramsTotal.Add(float64(histogramCount))
+		s.qm.metrics.metadataTotal.Add(float64(metadataCount))
+		err := s.qm.client().Store(ctx, *buf, try)
+		s.qm.metrics.sentBatchDuration.Observe(time.Since(begin).Seconds())
+
+		if err != nil {
+			span.RecordError(err)
+			return err
+		}
+
+		return nil
+	}
+
+	onRetry := func() {
+		s.qm.metrics.retriedSamplesTotal.Add(float64(sampleCount))
+		s.qm.metrics.retriedExemplarsTotal.Add(float64(exemplarCount))
+		s.qm.metrics.retriedHistogramsTotal.Add(float64(histogramCount))
+	}
+
+	err = sendWriteRequestWithBackoff(ctx, s.qm.cfg, s.qm.logger, attemptStore, onRetry)
+	if errors.Is(err, context.Canceled) {
+		// When there is resharding, we cancel the context for this queue, which means the data is not sent.
+		// So we exit early to not update the metrics.
+		return err
+	}
+
+	s.qm.metrics.sentBytesTotal.Add(float64(reqSize))
+	s.qm.metrics.highestSentTimestamp.Set(float64(highest / 1000))
+
+	return err
+}
+
+// sendV2Samples to the remote storage with backoff for recoverable errors.
+func (s *shards) sendV2SamplesWithBackoff(ctx context.Context, samples []writev2.TimeSeries, sampleCount, exemplarCount, histogramCount, metadataCount int, labels []string, pBuf, buf *[]byte) error {
+	// Build the WriteRequest with no metadata.
+	req, highest, lowest, err := buildMinimizedWriteRequestStr(s.qm.logger, samples, labels, pBuf, buf, nil)
+	s.qm.buildRequestLimitTimestamp.Store(lowest)
+	if err != nil {
+		// Failing to build the write request is non-recoverable, since it will
+		// only error if marshaling the proto to bytes fails.
+		return err
+	}
+
+	reqSize := len(req)
+	*buf = req
 
 	// An anonymous function allows us to defer the completion of our per-try spans
 	// without causing a memory leak, and it has the nice effect of not propagating any
 	// parameters for sendSamplesWithBackoff/3.
 	attemptStore := func(try int) error {
+		currentTime := time.Now()
+		lowest := s.qm.buildRequestLimitTimestamp.Load()
+		if isSampleOld(currentTime, time.Duration(s.qm.cfg.SampleAgeLimit), lowest) {
+			// This will filter out old samples during retries.
+			req, _, lowest, err := buildMinimizedWriteRequestStr(
+				s.qm.logger,
+				samples,
+				labels,
+				pBuf,
+				buf,
+				isV2TimeSeriesOldFilter(s.qm.metrics, currentTime, time.Duration(s.qm.cfg.SampleAgeLimit)),
+			)
+			s.qm.buildRequestLimitTimestamp.Store(lowest)
+			if err != nil {
+				return err
+			}
+			*buf = req
+		}
+
 		ctx, span := otel.Tracer("").Start(ctx, "Remote Send Batch")
 		defer span.End()
 
@@ -1633,7 +1845,7 @@ func (s *shards) sendSamplesWithBackoff(ctx context.Context, rawReq []byte, samp
 		s.qm.metrics.exemplarsTotal.Add(float64(exemplarCount))
 		s.qm.metrics.histogramsTotal.Add(float64(histogramCount))
 		s.qm.metrics.metadataTotal.Add(float64(metadataCount))
-		err := s.qm.client().Store(ctx, rawReq, try)
+		err := s.qm.client().Store(ctx, *buf, try)
 		s.qm.metrics.sentBatchDuration.Observe(time.Since(begin).Seconds())
 
 		if err != nil {
@@ -1650,7 +1862,7 @@ func (s *shards) sendSamplesWithBackoff(ctx context.Context, rawReq []byte, samp
 		s.qm.metrics.retriedHistogramsTotal.Add(float64(histogramCount))
 	}
 
-	err := sendWriteRequestWithBackoff(ctx, s.qm.cfg, s.qm.logger, attemptStore, onRetry)
+	err = sendWriteRequestWithBackoff(ctx, s.qm.cfg, s.qm.logger, attemptStore, onRetry)
 	if errors.Is(err, context.Canceled) {
 		// When there is resharding, we cancel the context for this queue, which means the data is not sent.
 		// So we exit early to not update the metrics.
@@ -1658,7 +1870,7 @@ func (s *shards) sendSamplesWithBackoff(ctx context.Context, rawReq []byte, samp
 	}
 
 	s.qm.metrics.sentBytesTotal.Add(float64(reqSize))
-	s.qm.metrics.highestSentTimestamp.Set(float64(highestTimestamp / 1000))
+	s.qm.metrics.highestSentTimestamp.Set(float64(highest / 1000))
 
 	return err
 }
@@ -1768,9 +1980,27 @@ func sendWriteRequestWithBackoff(ctx context.Context, cfg config.QueueConfig, l
 	}
 }
 
-func buildWriteRequest(samples []prompb.TimeSeries, metadata []prompb.MetricMetadata, pBuf *proto.Buffer, buf *[]byte) ([]byte, int64, error) {
+func buildTimeSeries(timeSeries []prompb.TimeSeries, filter func(prompb.TimeSeries) bool) (int64, int64, []prompb.TimeSeries, int, int, int) {
 	var highest int64
-	for _, ts := range samples {
+	var lowest int64
+	var droppedSamples, droppedExemplars, droppedHistograms int
+
+	keepIdx := 0
+	lowest = math.MaxInt64
+	for i, ts := range timeSeries {
+		if filter != nil && filter(ts) {
+			if len(ts.Samples) > 0 {
+				droppedSamples++
+			}
+			if len(ts.Exemplars) > 0 {
+				droppedExemplars++
+			}
+			if len(ts.Histograms) > 0 {
+				droppedHistograms++
+			}
+			continue
+		}
+
 		// At the moment we only ever append a TimeSeries with a single sample or exemplar in it.
 		if len(ts.Samples) > 0 && ts.Samples[0].Timestamp > highest {
 			highest = ts.Samples[0].Timestamp
@@ -1781,10 +2011,37 @@ func buildWriteRequest(samples []prompb.TimeSeries, metadata []prompb.MetricMeta
 		if len(ts.Histograms) > 0 && ts.Histograms[0].Timestamp > highest {
 			highest = ts.Histograms[0].Timestamp
 		}
+
+		// Get lowest timestamp
+		if len(ts.Samples) > 0 && ts.Samples[0].Timestamp < lowest {
+			lowest = ts.Samples[0].Timestamp
+		}
+		if len(ts.Exemplars) > 0 && ts.Exemplars[0].Timestamp < lowest {
+			lowest = ts.Exemplars[0].Timestamp
+		}
+		if len(ts.Histograms) > 0 && ts.Histograms[0].Timestamp < lowest {
+			lowest = ts.Histograms[0].Timestamp
+		}
+
+		// Move the current element to the write position and increment the write pointer
+		timeSeries[keepIdx] = timeSeries[i]
+		keepIdx++
+	}
+
+	timeSeries = timeSeries[:keepIdx]
+	return highest, lowest, timeSeries, droppedSamples, droppedExemplars, droppedHistograms
+}
+
+func buildWriteRequest(logger log.Logger, timeSeries []prompb.TimeSeries, metadata []prompb.MetricMetadata, pBuf *proto.Buffer, buf *[]byte, filter func(prompb.TimeSeries) bool) ([]byte, int64, int64, error) {
+	highest, lowest, timeSeries,
+		droppedSamples, droppedExemplars, droppedHistograms := buildTimeSeries(timeSeries, filter)
+
+	if droppedSamples > 0 || droppedExemplars > 0 || droppedHistograms > 0 {
+		level.Debug(logger).Log("msg", "dropped data due to their age", "droppedSamples", droppedSamples, "droppedExemplars", droppedExemplars, "droppedHistograms", droppedHistograms)
 	}
 
 	req := &prompb.WriteRequest{
-		Timeseries: samples,
+		Timeseries: timeSeries,
 		Metadata:   metadata,
 	}
 
@@ -1795,7 +2052,7 @@ func buildWriteRequest(samples []prompb.TimeSeries, metadata []prompb.MetricMeta
 	}
 	err := pBuf.Marshal(req)
 	if err != nil {
-		return nil, highest, err
+		return nil, highest, lowest, err
 	}
 
 	// snappy uses len() to see if it needs to allocate a new slice. Make the
@@ -1810,8 +2067,7 @@ func buildWriteRequest(samples []prompb.TimeSeries, metadata []prompb.MetricMeta
 		// grow the buffer for the next time
 		*buf = make([]byte, n)
 	}
-
-	return compressed, highest, nil
+	return compressed, highest, lowest, nil
 }
 
 type rwSymbolTable struct {
@@ -1846,24 +2102,17 @@ func (r *rwSymbolTable) clear() {
 	}
 }
 
-func buildMinimizedWriteRequestStr(samples []writev2.TimeSeries, labels []string, pBuf, buf *[]byte) ([]byte, int64, error) {
-	var highest int64
-	for _, ts := range samples {
-		// At the moment we only ever append a TimeSeries with a single sample or exemplar in it.
-		if len(ts.Samples) > 0 && ts.Samples[0].Timestamp > highest {
-			highest = ts.Samples[0].Timestamp
-		}
-		if len(ts.Exemplars) > 0 && ts.Exemplars[0].Timestamp > highest {
-			highest = ts.Exemplars[0].Timestamp
-		}
-		if len(ts.Histograms) > 0 && ts.Histograms[0].Timestamp > highest {
-			highest = ts.Histograms[0].Timestamp
-		}
+func buildMinimizedWriteRequestStr(logger log.Logger, timeSeries []writev2.TimeSeries, labels []string, pBuf, buf *[]byte, filter func(writev2.TimeSeries) bool) ([]byte, int64, int64, error) {
+	highest, lowest, timeSeries,
+		droppedSamples, droppedExemplars, droppedHistograms := buildV2TimeSeries(timeSeries, filter)
+
+	if droppedSamples > 0 || droppedExemplars > 0 || droppedHistograms > 0 {
+		level.Debug(logger).Log("msg", "dropped data due to their age", "droppedSamples", droppedSamples, "droppedExemplars", droppedExemplars, "droppedHistograms", droppedHistograms)
 	}
 
 	req := &writev2.WriteRequest{
 		Symbols:    labels,
-		Timeseries: samples,
+		Timeseries: timeSeries,
 	}
 
 	if pBuf == nil {
@@ -1872,7 +2121,7 @@ func buildMinimizedWriteRequestStr(samples []writev2.TimeSeries, labels []string
 
 	data, err := req.OptimizedMarshal(*pBuf)
 	if err != nil {
-		return nil, 0, err
+		return nil, highest, lowest, err
 	}
 	*pBuf = data
 
@@ -1889,5 +2138,58 @@ func buildMinimizedWriteRequestStr(samples []writev2.TimeSeries, labels []string
 		// grow the buffer for the next time
 		*buf = make([]byte, n)
 	}
-	return compressed, highest, nil
+
+	return compressed, highest, lowest, nil
+}
+
+func buildV2TimeSeries(timeSeries []writev2.TimeSeries, filter func(writev2.TimeSeries) bool) (int64, int64, []writev2.TimeSeries, int, int, int) {
+	var highest int64
+	var lowest int64
+	var droppedSamples, droppedExemplars, droppedHistograms int
+
+	keepIdx := 0
+	lowest = math.MaxInt64
+	for i, ts := range timeSeries {
+		if filter != nil && filter(ts) {
+			if len(ts.Samples) > 0 {
+				droppedSamples++
+			}
+			if len(ts.Exemplars) > 0 {
+				droppedExemplars++
+			}
+			if len(ts.Histograms) > 0 {
+				droppedHistograms++
+			}
+			continue
+		}
+
+		// At the moment we only ever append a TimeSeries with a single sample or exemplar in it.
+		if len(ts.Samples) > 0 && ts.Samples[0].Timestamp > highest {
+			highest = ts.Samples[0].Timestamp
+		}
+		if len(ts.Exemplars) > 0 && ts.Exemplars[0].Timestamp > highest {
+			highest = ts.Exemplars[0].Timestamp
+		}
+		if len(ts.Histograms) > 0 && ts.Histograms[0].Timestamp > highest {
+			highest = ts.Histograms[0].Timestamp
+		}
+
+		// Get lowest timestamp
+		if len(ts.Samples) > 0 && ts.Samples[0].Timestamp < lowest {
+			lowest = ts.Samples[0].Timestamp
+		}
+		if len(ts.Exemplars) > 0 && ts.Exemplars[0].Timestamp < lowest {
+			lowest = ts.Exemplars[0].Timestamp
+		}
+		if len(ts.Histograms) > 0 && ts.Histograms[0].Timestamp < lowest {
+			lowest = ts.Histograms[0].Timestamp
+		}
+
+		// Move the current element to the write position and increment the write pointer
+		timeSeries[keepIdx] = timeSeries[i]
+		keepIdx++
+	}
+
+	timeSeries = timeSeries[:keepIdx]
+	return highest, lowest, timeSeries, droppedSamples, droppedExemplars, droppedHistograms
 }
diff --git a/storage/remote/write_handler.go b/storage/remote/write_handler.go
index b09fd8d0a88..f1c479984a7 100644
--- a/storage/remote/write_handler.go
+++ b/storage/remote/write_handler.go
@@ -100,7 +100,7 @@ func (h *writeHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) {
 
 	switch {
 	case err == nil:
-	case errors.Is(err, storage.ErrOutOfOrderSample), errors.Is(err, storage.ErrOutOfBounds), errors.Is(err, storage.ErrDuplicateSampleForTimestamp):
+	case errors.Is(err, storage.ErrOutOfOrderSample), errors.Is(err, storage.ErrOutOfBounds), errors.Is(err, storage.ErrDuplicateSampleForTimestamp), errors.Is(err, storage.ErrTooOldSample):
 		// Indicated an out of order sample is a bad request to prevent retries.
 		http.Error(w, err.Error(), http.StatusBadRequest)
 		return
diff --git a/storage/series.go b/storage/series.go
index b111505aa37..eba11b4d9bc 100644
--- a/storage/series.go
+++ b/storage/series.go
@@ -123,12 +123,12 @@ func (it *listSeriesIterator) At() (int64, float64) {
 	return s.T(), s.F()
 }
 
-func (it *listSeriesIterator) AtHistogram() (int64, *histogram.Histogram) {
+func (it *listSeriesIterator) AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram) {
 	s := it.samples.Get(it.idx)
 	return s.T(), s.H()
 }
 
-func (it *listSeriesIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
+func (it *listSeriesIterator) AtFloatHistogram(*histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
 	s := it.samples.Get(it.idx)
 	return s.T(), s.FH()
 }
@@ -337,7 +337,7 @@ func (s *seriesToChunkEncoder) Iterator(it chunks.Iterator) chunks.Iterator {
 			t, v = seriesIter.At()
 			app.Append(t, v)
 		case chunkenc.ValHistogram:
-			t, h = seriesIter.AtHistogram()
+			t, h = seriesIter.AtHistogram(nil)
 			newChk, recoded, app, err = app.AppendHistogram(nil, t, h, false)
 			if err != nil {
 				return errChunksIterator{err: err}
@@ -352,7 +352,7 @@ func (s *seriesToChunkEncoder) Iterator(it chunks.Iterator) chunks.Iterator {
 				chk = newChk
 			}
 		case chunkenc.ValFloatHistogram:
-			t, fh = seriesIter.AtFloatHistogram()
+			t, fh = seriesIter.AtFloatHistogram(nil)
 			newChk, recoded, app, err = app.AppendFloatHistogram(nil, t, fh, false)
 			if err != nil {
 				return errChunksIterator{err: err}
@@ -438,10 +438,10 @@ func ExpandSamples(iter chunkenc.Iterator, newSampleFn func(t int64, f float64,
 			}
 			result = append(result, newSampleFn(t, f, nil, nil))
 		case chunkenc.ValHistogram:
-			t, h := iter.AtHistogram()
+			t, h := iter.AtHistogram(nil)
 			result = append(result, newSampleFn(t, 0, h, nil))
 		case chunkenc.ValFloatHistogram:
-			t, fh := iter.AtFloatHistogram()
+			t, fh := iter.AtFloatHistogram(nil)
 			result = append(result, newSampleFn(t, 0, nil, fh))
 		}
 	}
diff --git a/tracing/tracing.go b/tracing/tracing.go
index d17540a919c..6a191373703 100644
--- a/tracing/tracing.go
+++ b/tracing/tracing.go
@@ -30,7 +30,7 @@ import (
 	"go.opentelemetry.io/otel/propagation"
 	"go.opentelemetry.io/otel/sdk/resource"
 	tracesdk "go.opentelemetry.io/otel/sdk/trace"
-	semconv "go.opentelemetry.io/otel/semconv/v1.21.0"
+	semconv "go.opentelemetry.io/otel/semconv/v1.24.0"
 	"go.opentelemetry.io/otel/trace"
 	"go.opentelemetry.io/otel/trace/noop"
 	"google.golang.org/grpc/credentials"
diff --git a/tsdb/block.go b/tsdb/block.go
index e2562de03c2..7833e187ff4 100644
--- a/tsdb/block.go
+++ b/tsdb/block.go
@@ -81,6 +81,11 @@ type IndexReader interface {
 	// by the label set of the underlying series.
 	SortedPostings(index.Postings) index.Postings
 
+	// ShardedPostings returns a postings list filtered by the provided shardIndex
+	// out of shardCount. For a given posting, its shard MUST be computed hashing
+	// the series labels mod shardCount, using a hash function which is consistent over time.
+	ShardedPostings(p index.Postings, shardIndex, shardCount uint64) index.Postings
+
 	// Series populates the given builder and chunk metas for the series identified
 	// by the reference.
 	// Returns storage.ErrNotFound if the ref does not resolve to a known series.
@@ -517,6 +522,10 @@ func (r blockIndexReader) SortedPostings(p index.Postings) index.Postings {
 	return r.ir.SortedPostings(p)
 }
 
+func (r blockIndexReader) ShardedPostings(p index.Postings, shardIndex, shardCount uint64) index.Postings {
+	return r.ir.ShardedPostings(p, shardIndex, shardCount)
+}
+
 func (r blockIndexReader) Series(ref storage.SeriesRef, builder *labels.ScratchBuilder, chks *[]chunks.Meta) error {
 	if err := r.ir.Series(ref, builder, chks); err != nil {
 		return fmt.Errorf("block: %s: %w", r.b.Meta().ULID, err)
diff --git a/tsdb/chunkenc/chunk.go b/tsdb/chunkenc/chunk.go
index 0126f1fbdbb..21c41257b59 100644
--- a/tsdb/chunkenc/chunk.go
+++ b/tsdb/chunkenc/chunk.go
@@ -131,16 +131,20 @@ type Iterator interface {
 	// At returns the current timestamp/value pair if the value is a float.
 	// Before the iterator has advanced, the behaviour is unspecified.
 	At() (int64, float64)
-	// AtHistogram returns the current timestamp/value pair if the value is
-	// a histogram with integer counts. Before the iterator has advanced,
-	// the behaviour is unspecified.
-	AtHistogram() (int64, *histogram.Histogram)
+	// AtHistogram returns the current timestamp/value pair if the value is a
+	// histogram with integer counts. Before the iterator has advanced, the behaviour
+	// is unspecified.
+	// The method accepts an optional Histogram object which will be
+	// reused when not nil. Otherwise, a new Histogram object will be allocated.
+	AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram)
 	// AtFloatHistogram returns the current timestamp/value pair if the
 	// value is a histogram with floating-point counts. It also works if the
 	// value is a histogram with integer counts, in which case a
 	// FloatHistogram copy of the histogram is returned. Before the iterator
 	// has advanced, the behaviour is unspecified.
-	AtFloatHistogram() (int64, *histogram.FloatHistogram)
+	// The method accepts an optional FloatHistogram object which will be
+	// reused when not nil. Otherwise, a new FloatHistogram object will be allocated.
+	AtFloatHistogram(*histogram.FloatHistogram) (int64, *histogram.FloatHistogram)
 	// AtT returns the current timestamp.
 	// Before the iterator has advanced, the behaviour is unspecified.
 	AtT() int64
@@ -222,9 +226,11 @@ func (it *mockSeriesIterator) At() (int64, float64) {
 	return it.timeStamps[it.currIndex], it.values[it.currIndex]
 }
 
-func (it *mockSeriesIterator) AtHistogram() (int64, *histogram.Histogram) { return math.MinInt64, nil }
+func (it *mockSeriesIterator) AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram) {
+	return math.MinInt64, nil
+}
 
-func (it *mockSeriesIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
+func (it *mockSeriesIterator) AtFloatHistogram(*histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
 	return math.MinInt64, nil
 }
 
@@ -249,13 +255,18 @@ func NewNopIterator() Iterator {
 
 type nopIterator struct{}
 
-func (nopIterator) Next() ValueType                                      { return ValNone }
-func (nopIterator) Seek(int64) ValueType                                 { return ValNone }
-func (nopIterator) At() (int64, float64)                                 { return math.MinInt64, 0 }
-func (nopIterator) AtHistogram() (int64, *histogram.Histogram)           { return math.MinInt64, nil }
-func (nopIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) { return math.MinInt64, nil }
-func (nopIterator) AtT() int64                                           { return math.MinInt64 }
-func (nopIterator) Err() error                                           { return nil }
+func (nopIterator) Next() ValueType      { return ValNone }
+func (nopIterator) Seek(int64) ValueType { return ValNone }
+func (nopIterator) At() (int64, float64) { return math.MinInt64, 0 }
+func (nopIterator) AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram) {
+	return math.MinInt64, nil
+}
+
+func (nopIterator) AtFloatHistogram(*histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
+	return math.MinInt64, nil
+}
+func (nopIterator) AtT() int64 { return math.MinInt64 }
+func (nopIterator) Err() error { return nil }
 
 // Pool is used to create and reuse chunk references to avoid allocations.
 type Pool interface {
diff --git a/tsdb/chunkenc/float_histogram.go b/tsdb/chunkenc/float_histogram.go
index 3d76cdf65f0..88d189254f7 100644
--- a/tsdb/chunkenc/float_histogram.go
+++ b/tsdb/chunkenc/float_histogram.go
@@ -527,7 +527,7 @@ func (a *FloatHistogramAppender) recode(
 	numPositiveBuckets, numNegativeBuckets := countSpans(positiveSpans), countSpans(negativeSpans)
 
 	for it.Next() == ValFloatHistogram {
-		tOld, hOld := it.AtFloatHistogram()
+		tOld, hOld := it.AtFloatHistogram(nil)
 
 		// We have to newly allocate slices for the modified buckets
 		// here because they are kept by the appender until the next
@@ -728,27 +728,50 @@ func (it *floatHistogramIterator) At() (int64, float64) {
 	panic("cannot call floatHistogramIterator.At")
 }
 
-func (it *floatHistogramIterator) AtHistogram() (int64, *histogram.Histogram) {
+func (it *floatHistogramIterator) AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram) {
 	panic("cannot call floatHistogramIterator.AtHistogram")
 }
 
-func (it *floatHistogramIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
+func (it *floatHistogramIterator) AtFloatHistogram(fh *histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
 	if value.IsStaleNaN(it.sum.value) {
 		return it.t, &histogram.FloatHistogram{Sum: it.sum.value}
 	}
-	it.atFloatHistogramCalled = true
-	return it.t, &histogram.FloatHistogram{
-		CounterResetHint: counterResetHint(it.counterResetHeader, it.numRead),
-		Count:            it.cnt.value,
-		ZeroCount:        it.zCnt.value,
-		Sum:              it.sum.value,
-		ZeroThreshold:    it.zThreshold,
-		Schema:           it.schema,
-		PositiveSpans:    it.pSpans,
-		NegativeSpans:    it.nSpans,
-		PositiveBuckets:  it.pBuckets,
-		NegativeBuckets:  it.nBuckets,
+	if fh == nil {
+		it.atFloatHistogramCalled = true
+		return it.t, &histogram.FloatHistogram{
+			CounterResetHint: counterResetHint(it.counterResetHeader, it.numRead),
+			Count:            it.cnt.value,
+			ZeroCount:        it.zCnt.value,
+			Sum:              it.sum.value,
+			ZeroThreshold:    it.zThreshold,
+			Schema:           it.schema,
+			PositiveSpans:    it.pSpans,
+			NegativeSpans:    it.nSpans,
+			PositiveBuckets:  it.pBuckets,
+			NegativeBuckets:  it.nBuckets,
+		}
 	}
+
+	fh.CounterResetHint = counterResetHint(it.counterResetHeader, it.numRead)
+	fh.Schema = it.schema
+	fh.ZeroThreshold = it.zThreshold
+	fh.ZeroCount = it.zCnt.value
+	fh.Count = it.cnt.value
+	fh.Sum = it.sum.value
+
+	fh.PositiveSpans = resize(fh.PositiveSpans, len(it.pSpans))
+	copy(fh.PositiveSpans, it.pSpans)
+
+	fh.NegativeSpans = resize(fh.NegativeSpans, len(it.nSpans))
+	copy(fh.NegativeSpans, it.nSpans)
+
+	fh.PositiveBuckets = resize(fh.PositiveBuckets, len(it.pBuckets))
+	copy(fh.PositiveBuckets, it.pBuckets)
+
+	fh.NegativeBuckets = resize(fh.NegativeBuckets, len(it.nBuckets))
+	copy(fh.NegativeBuckets, it.nBuckets)
+
+	return it.t, fh
 }
 
 func (it *floatHistogramIterator) AtT() int64 {
diff --git a/tsdb/chunkenc/histogram.go b/tsdb/chunkenc/histogram.go
index ac84e7a1ef3..cb09eda26d4 100644
--- a/tsdb/chunkenc/histogram.go
+++ b/tsdb/chunkenc/histogram.go
@@ -558,7 +558,7 @@ func (a *HistogramAppender) recode(
 	numPositiveBuckets, numNegativeBuckets := countSpans(positiveSpans), countSpans(negativeSpans)
 
 	for it.Next() == ValHistogram {
-		tOld, hOld := it.AtHistogram()
+		tOld, hOld := it.AtHistogram(nil)
 
 		// We have to newly allocate slices for the modified buckets
 		// here because they are kept by the appender until the next
@@ -776,42 +776,96 @@ func (it *histogramIterator) At() (int64, float64) {
 	panic("cannot call histogramIterator.At")
 }
 
-func (it *histogramIterator) AtHistogram() (int64, *histogram.Histogram) {
+func (it *histogramIterator) AtHistogram(h *histogram.Histogram) (int64, *histogram.Histogram) {
 	if value.IsStaleNaN(it.sum) {
 		return it.t, &histogram.Histogram{Sum: it.sum}
 	}
-	it.atHistogramCalled = true
-	return it.t, &histogram.Histogram{
-		CounterResetHint: counterResetHint(it.counterResetHeader, it.numRead),
-		Count:            it.cnt,
-		ZeroCount:        it.zCnt,
-		Sum:              it.sum,
-		ZeroThreshold:    it.zThreshold,
-		Schema:           it.schema,
-		PositiveSpans:    it.pSpans,
-		NegativeSpans:    it.nSpans,
-		PositiveBuckets:  it.pBuckets,
-		NegativeBuckets:  it.nBuckets,
+	if h == nil {
+		it.atHistogramCalled = true
+		return it.t, &histogram.Histogram{
+			CounterResetHint: counterResetHint(it.counterResetHeader, it.numRead),
+			Count:            it.cnt,
+			ZeroCount:        it.zCnt,
+			Sum:              it.sum,
+			ZeroThreshold:    it.zThreshold,
+			Schema:           it.schema,
+			PositiveSpans:    it.pSpans,
+			NegativeSpans:    it.nSpans,
+			PositiveBuckets:  it.pBuckets,
+			NegativeBuckets:  it.nBuckets,
+		}
 	}
+
+	h.CounterResetHint = counterResetHint(it.counterResetHeader, it.numRead)
+	h.Schema = it.schema
+	h.ZeroThreshold = it.zThreshold
+	h.ZeroCount = it.zCnt
+	h.Count = it.cnt
+	h.Sum = it.sum
+
+	h.PositiveSpans = resize(h.PositiveSpans, len(it.pSpans))
+	copy(h.PositiveSpans, it.pSpans)
+
+	h.NegativeSpans = resize(h.NegativeSpans, len(it.nSpans))
+	copy(h.NegativeSpans, it.nSpans)
+
+	h.PositiveBuckets = resize(h.PositiveBuckets, len(it.pBuckets))
+	copy(h.PositiveBuckets, it.pBuckets)
+
+	h.NegativeBuckets = resize(h.NegativeBuckets, len(it.nBuckets))
+	copy(h.NegativeBuckets, it.nBuckets)
+
+	return it.t, h
 }
 
-func (it *histogramIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
+func (it *histogramIterator) AtFloatHistogram(fh *histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
 	if value.IsStaleNaN(it.sum) {
 		return it.t, &histogram.FloatHistogram{Sum: it.sum}
 	}
-	it.atFloatHistogramCalled = true
-	return it.t, &histogram.FloatHistogram{
-		CounterResetHint: counterResetHint(it.counterResetHeader, it.numRead),
-		Count:            float64(it.cnt),
-		ZeroCount:        float64(it.zCnt),
-		Sum:              it.sum,
-		ZeroThreshold:    it.zThreshold,
-		Schema:           it.schema,
-		PositiveSpans:    it.pSpans,
-		NegativeSpans:    it.nSpans,
-		PositiveBuckets:  it.pFloatBuckets,
-		NegativeBuckets:  it.nFloatBuckets,
+	if fh == nil {
+		it.atFloatHistogramCalled = true
+		return it.t, &histogram.FloatHistogram{
+			CounterResetHint: counterResetHint(it.counterResetHeader, it.numRead),
+			Count:            float64(it.cnt),
+			ZeroCount:        float64(it.zCnt),
+			Sum:              it.sum,
+			ZeroThreshold:    it.zThreshold,
+			Schema:           it.schema,
+			PositiveSpans:    it.pSpans,
+			NegativeSpans:    it.nSpans,
+			PositiveBuckets:  it.pFloatBuckets,
+			NegativeBuckets:  it.nFloatBuckets,
+		}
 	}
+
+	fh.CounterResetHint = counterResetHint(it.counterResetHeader, it.numRead)
+	fh.Schema = it.schema
+	fh.ZeroThreshold = it.zThreshold
+	fh.ZeroCount = float64(it.zCnt)
+	fh.Count = float64(it.cnt)
+	fh.Sum = it.sum
+
+	fh.PositiveSpans = resize(fh.PositiveSpans, len(it.pSpans))
+	copy(fh.PositiveSpans, it.pSpans)
+
+	fh.NegativeSpans = resize(fh.NegativeSpans, len(it.nSpans))
+	copy(fh.NegativeSpans, it.nSpans)
+
+	fh.PositiveBuckets = resize(fh.PositiveBuckets, len(it.pBuckets))
+	var currentPositive float64
+	for i, b := range it.pBuckets {
+		currentPositive += float64(b)
+		fh.PositiveBuckets[i] = currentPositive
+	}
+
+	fh.NegativeBuckets = resize(fh.NegativeBuckets, len(it.nBuckets))
+	var currentNegative float64
+	for i, b := range it.nBuckets {
+		currentNegative += float64(b)
+		fh.NegativeBuckets[i] = currentNegative
+	}
+
+	return it.t, fh
 }
 
 func (it *histogramIterator) AtT() int64 {
@@ -1056,3 +1110,10 @@ func (it *histogramIterator) readSum() bool {
 	}
 	return true
 }
+
+func resize[T any](items []T, n int) []T {
+	if cap(items) < n {
+		return make([]T, n)
+	}
+	return items[:n]
+}
diff --git a/tsdb/chunkenc/xor.go b/tsdb/chunkenc/xor.go
index d54e5dbab12..07b92383157 100644
--- a/tsdb/chunkenc/xor.go
+++ b/tsdb/chunkenc/xor.go
@@ -260,11 +260,11 @@ func (it *xorIterator) At() (int64, float64) {
 	return it.t, it.val
 }
 
-func (it *xorIterator) AtHistogram() (int64, *histogram.Histogram) {
+func (it *xorIterator) AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram) {
 	panic("cannot call xorIterator.AtHistogram")
 }
 
-func (it *xorIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
+func (it *xorIterator) AtFloatHistogram(*histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
 	panic("cannot call xorIterator.AtFloatHistogram")
 }
 
diff --git a/tsdb/chunks/chunks.go b/tsdb/chunks/chunks.go
index 2c6db3637a4..543b98c2898 100644
--- a/tsdb/chunks/chunks.go
+++ b/tsdb/chunks/chunks.go
@@ -226,10 +226,10 @@ func ChunkMetasToSamples(chunks []Meta) (result []Sample) {
 				t, v := it.At()
 				result = append(result, sample{t: t, f: v})
 			case chunkenc.ValHistogram:
-				t, h := it.AtHistogram()
+				t, h := it.AtHistogram(nil)
 				result = append(result, sample{t: t, h: h})
 			case chunkenc.ValFloatHistogram:
-				t, fh := it.AtFloatHistogram()
+				t, fh := it.AtFloatHistogram(nil)
 				result = append(result, sample{t: t, fh: fh})
 			default:
 				panic("unexpected value type")
diff --git a/tsdb/chunks/head_chunks_other.go b/tsdb/chunks/head_chunks_other.go
index 3d00fddc374..f30c5e55e97 100644
--- a/tsdb/chunks/head_chunks_other.go
+++ b/tsdb/chunks/head_chunks_other.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build !windows
-// +build !windows
 
 package chunks
 
diff --git a/tsdb/compact.go b/tsdb/compact.go
index 7b4ff9c1b6b..efe3306c7ca 100644
--- a/tsdb/compact.go
+++ b/tsdb/compact.go
@@ -75,13 +75,15 @@ type Compactor interface {
 
 // LeveledCompactor implements the Compactor interface.
 type LeveledCompactor struct {
-	metrics                  *CompactorMetrics
-	logger                   log.Logger
-	ranges                   []int64
-	chunkPool                chunkenc.Pool
-	ctx                      context.Context
-	maxBlockChunkSegmentSize int64
-	mergeFunc                storage.VerticalChunkSeriesMergeFunc
+	metrics                     *CompactorMetrics
+	logger                      log.Logger
+	ranges                      []int64
+	chunkPool                   chunkenc.Pool
+	ctx                         context.Context
+	maxBlockChunkSegmentSize    int64
+	mergeFunc                   storage.VerticalChunkSeriesMergeFunc
+	postingsEncoder             index.PostingsEncoder
+	enableOverlappingCompaction bool
 }
 
 type CompactorMetrics struct {
@@ -144,12 +146,35 @@ func newCompactorMetrics(r prometheus.Registerer) *CompactorMetrics {
 	return m
 }
 
-// NewLeveledCompactor returns a LeveledCompactor.
-func NewLeveledCompactor(ctx context.Context, r prometheus.Registerer, l log.Logger, ranges []int64, pool chunkenc.Pool, mergeFunc storage.VerticalChunkSeriesMergeFunc) (*LeveledCompactor, error) {
-	return NewLeveledCompactorWithChunkSize(ctx, r, l, ranges, pool, chunks.DefaultChunkSegmentSize, mergeFunc)
+type LeveledCompactorOptions struct {
+	// PE specifies the postings encoder. It is called when compactor is writing out the postings for a label name/value pair during compaction.
+	// If it is nil then the default encoder is used. At the moment that is the "raw" encoder. See index.EncodePostingsRaw for more.
+	PE index.PostingsEncoder
+	// MaxBlockChunkSegmentSize is the max block chunk segment size. If it is 0 then the default chunks.DefaultChunkSegmentSize is used.
+	MaxBlockChunkSegmentSize int64
+	// MergeFunc is used for merging series together in vertical compaction. By default storage.NewCompactingChunkSeriesMerger(storage.ChainedSeriesMerge) is used.
+	MergeFunc storage.VerticalChunkSeriesMergeFunc
+	// EnableOverlappingCompaction enables compaction of overlapping blocks. In Prometheus it is always enabled.
+	// It is useful for downstream projects like Mimir, Cortex, Thanos where they have a separate component that does compaction.
+	EnableOverlappingCompaction bool
 }
 
 func NewLeveledCompactorWithChunkSize(ctx context.Context, r prometheus.Registerer, l log.Logger, ranges []int64, pool chunkenc.Pool, maxBlockChunkSegmentSize int64, mergeFunc storage.VerticalChunkSeriesMergeFunc) (*LeveledCompactor, error) {
+	return NewLeveledCompactorWithOptions(ctx, r, l, ranges, pool, LeveledCompactorOptions{
+		MaxBlockChunkSegmentSize:    maxBlockChunkSegmentSize,
+		MergeFunc:                   mergeFunc,
+		EnableOverlappingCompaction: true,
+	})
+}
+
+func NewLeveledCompactor(ctx context.Context, r prometheus.Registerer, l log.Logger, ranges []int64, pool chunkenc.Pool, mergeFunc storage.VerticalChunkSeriesMergeFunc) (*LeveledCompactor, error) {
+	return NewLeveledCompactorWithOptions(ctx, r, l, ranges, pool, LeveledCompactorOptions{
+		MergeFunc:                   mergeFunc,
+		EnableOverlappingCompaction: true,
+	})
+}
+
+func NewLeveledCompactorWithOptions(ctx context.Context, r prometheus.Registerer, l log.Logger, ranges []int64, pool chunkenc.Pool, opts LeveledCompactorOptions) (*LeveledCompactor, error) {
 	if len(ranges) == 0 {
 		return nil, fmt.Errorf("at least one range must be provided")
 	}
@@ -159,17 +184,28 @@ func NewLeveledCompactorWithChunkSize(ctx context.Context, r prometheus.Register
 	if l == nil {
 		l = log.NewNopLogger()
 	}
+	mergeFunc := opts.MergeFunc
 	if mergeFunc == nil {
 		mergeFunc = storage.NewCompactingChunkSeriesMerger(storage.ChainedSeriesMerge)
 	}
+	maxBlockChunkSegmentSize := opts.MaxBlockChunkSegmentSize
+	if maxBlockChunkSegmentSize == 0 {
+		maxBlockChunkSegmentSize = chunks.DefaultChunkSegmentSize
+	}
+	pe := opts.PE
+	if pe == nil {
+		pe = index.EncodePostingsRaw
+	}
 	return &LeveledCompactor{
-		ranges:                   ranges,
-		chunkPool:                pool,
-		logger:                   l,
-		metrics:                  newCompactorMetrics(r),
-		ctx:                      ctx,
-		maxBlockChunkSegmentSize: maxBlockChunkSegmentSize,
-		mergeFunc:                mergeFunc,
+		ranges:                      ranges,
+		chunkPool:                   pool,
+		logger:                      l,
+		metrics:                     newCompactorMetrics(r),
+		ctx:                         ctx,
+		maxBlockChunkSegmentSize:    maxBlockChunkSegmentSize,
+		mergeFunc:                   mergeFunc,
+		postingsEncoder:             pe,
+		enableOverlappingCompaction: opts.EnableOverlappingCompaction,
 	}, nil
 }
 
@@ -288,6 +324,9 @@ func (c *LeveledCompactor) selectDirs(ds []dirMeta) []dirMeta {
 // selectOverlappingDirs returns all dirs with overlapping time ranges.
 // It expects sorted input by mint and returns the overlapping dirs in the same order as received.
 func (c *LeveledCompactor) selectOverlappingDirs(ds []dirMeta) []string {
+	if !c.enableOverlappingCompaction {
+		return nil
+	}
 	if len(ds) < 2 {
 		return nil
 	}
@@ -599,7 +638,7 @@ func (c *LeveledCompactor) write(dest string, meta *BlockMeta, blockPopulator Bl
 		}
 	}
 
-	indexw, err := index.NewWriter(c.ctx, filepath.Join(tmp, indexFilename))
+	indexw, err := index.NewWriterWithEncoder(c.ctx, filepath.Join(tmp, indexFilename), c.postingsEncoder)
 	if err != nil {
 		return fmt.Errorf("open index writer: %w", err)
 	}
diff --git a/tsdb/db.go b/tsdb/db.go
index b2cc37a194f..e9265c55e5d 100644
--- a/tsdb/db.go
+++ b/tsdb/db.go
@@ -70,19 +70,21 @@ var ErrNotReady = errors.New("TSDB not ready")
 // millisecond precision timestamps.
 func DefaultOptions() *Options {
 	return &Options{
-		WALSegmentSize:            wlog.DefaultSegmentSize,
-		MaxBlockChunkSegmentSize:  chunks.DefaultChunkSegmentSize,
-		RetentionDuration:         int64(15 * 24 * time.Hour / time.Millisecond),
-		MinBlockDuration:          DefaultBlockDuration,
-		MaxBlockDuration:          DefaultBlockDuration,
-		NoLockfile:                false,
-		SamplesPerChunk:           DefaultSamplesPerChunk,
-		WALCompression:            wlog.CompressionNone,
-		StripeSize:                DefaultStripeSize,
-		HeadChunksWriteBufferSize: chunks.DefaultWriteBufferSize,
-		IsolationDisabled:         defaultIsolationDisabled,
-		HeadChunksWriteQueueSize:  chunks.DefaultWriteQueueSize,
-		OutOfOrderCapMax:          DefaultOutOfOrderCapMax,
+		WALSegmentSize:              wlog.DefaultSegmentSize,
+		MaxBlockChunkSegmentSize:    chunks.DefaultChunkSegmentSize,
+		RetentionDuration:           int64(15 * 24 * time.Hour / time.Millisecond),
+		MinBlockDuration:            DefaultBlockDuration,
+		MaxBlockDuration:            DefaultBlockDuration,
+		NoLockfile:                  false,
+		SamplesPerChunk:             DefaultSamplesPerChunk,
+		WALCompression:              wlog.CompressionNone,
+		StripeSize:                  DefaultStripeSize,
+		HeadChunksWriteBufferSize:   chunks.DefaultWriteBufferSize,
+		IsolationDisabled:           defaultIsolationDisabled,
+		HeadChunksWriteQueueSize:    chunks.DefaultWriteQueueSize,
+		OutOfOrderCapMax:            DefaultOutOfOrderCapMax,
+		EnableOverlappingCompaction: true,
+		EnableSharding:              false,
 	}
 }
 
@@ -177,6 +179,17 @@ type Options struct {
 	// OutOfOrderCapMax is maximum capacity for OOO chunks (in samples).
 	// If it is <=0, the default value is assumed.
 	OutOfOrderCapMax int64
+
+	// Compaction of overlapping blocks are allowed if EnableOverlappingCompaction is true.
+	// This is an optional flag for overlapping blocks.
+	// The reason why this flag exists is because there are various users of the TSDB
+	// that do not want vertical compaction happening on ingest time. Instead,
+	// they'd rather keep overlapping blocks and let another component do the overlapping compaction later.
+	// For Prometheus, this will always be true.
+	EnableOverlappingCompaction bool
+
+	// EnableSharding enables query sharding support in TSDB.
+	EnableSharding bool
 }
 
 type BlocksToDeleteFunc func(blocks []*Block) map[ulid.ULID]struct{}
@@ -442,8 +455,7 @@ func (db *DBReadOnly) FlushWAL(dir string) (returnErr error) {
 		nil,
 		db.logger,
 		ExponentialBlockRanges(DefaultOptions().MinBlockDuration, 3, 5),
-		chunkenc.NewPool(),
-		nil,
+		chunkenc.NewPool(), nil,
 	)
 	if err != nil {
 		return fmt.Errorf("create leveled compactor: %w", err)
@@ -817,7 +829,10 @@ func open(dir string, l log.Logger, r prometheus.Registerer, opts *Options, rngs
 	}
 
 	ctx, cancel := context.WithCancel(context.Background())
-	db.compactor, err = NewLeveledCompactorWithChunkSize(ctx, r, l, rngs, db.chunkPool, opts.MaxBlockChunkSegmentSize, nil)
+	db.compactor, err = NewLeveledCompactorWithOptions(ctx, r, l, rngs, db.chunkPool, LeveledCompactorOptions{
+		MaxBlockChunkSegmentSize:    opts.MaxBlockChunkSegmentSize,
+		EnableOverlappingCompaction: opts.EnableOverlappingCompaction,
+	})
 	if err != nil {
 		cancel()
 		return nil, fmt.Errorf("create leveled compactor: %w", err)
@@ -864,6 +879,7 @@ func open(dir string, l log.Logger, r prometheus.Registerer, opts *Options, rngs
 	headOpts.EnableNativeHistograms.Store(opts.EnableNativeHistograms)
 	headOpts.OutOfOrderTimeWindow.Store(opts.OutOfOrderTimeWindow)
 	headOpts.OutOfOrderCapMax.Store(opts.OutOfOrderCapMax)
+	headOpts.EnableSharding = opts.EnableSharding
 	if opts.WALReplayConcurrency > 0 {
 		headOpts.WALReplayConcurrency = opts.WALReplayConcurrency
 	}
diff --git a/tsdb/fileutil/dir_unix.go b/tsdb/fileutil/dir_unix.go
index db310014ef5..2afb2aeaba0 100644
--- a/tsdb/fileutil/dir_unix.go
+++ b/tsdb/fileutil/dir_unix.go
@@ -13,7 +13,6 @@
 // limitations under the License.
 
 //go:build !windows
-// +build !windows
 
 package fileutil
 
diff --git a/tsdb/fileutil/dir_windows.go b/tsdb/fileutil/dir_windows.go
index f67cc74b31b..307077ebc31 100644
--- a/tsdb/fileutil/dir_windows.go
+++ b/tsdb/fileutil/dir_windows.go
@@ -13,7 +13,6 @@
 // limitations under the License.
 
 //go:build windows
-// +build windows
 
 package fileutil
 
diff --git a/tsdb/fileutil/flock_js.go b/tsdb/fileutil/flock_js.go
index 697d2e54249..6029cdf4d82 100644
--- a/tsdb/fileutil/flock_js.go
+++ b/tsdb/fileutil/flock_js.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build js
-// +build js
 
 package fileutil
 
diff --git a/tsdb/fileutil/flock_solaris.go b/tsdb/fileutil/flock_solaris.go
index 21be384d331..8ca919f3b00 100644
--- a/tsdb/fileutil/flock_solaris.go
+++ b/tsdb/fileutil/flock_solaris.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build solaris
-// +build solaris
 
 package fileutil
 
diff --git a/tsdb/fileutil/flock_unix.go b/tsdb/fileutil/flock_unix.go
index 9637f073bff..25de0ffb22a 100644
--- a/tsdb/fileutil/flock_unix.go
+++ b/tsdb/fileutil/flock_unix.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build darwin || dragonfly || freebsd || linux || netbsd || openbsd
-// +build darwin dragonfly freebsd linux netbsd openbsd
 
 package fileutil
 
diff --git a/tsdb/fileutil/mmap_386.go b/tsdb/fileutil/mmap_386.go
index 591d722d57c..85c0cce0966 100644
--- a/tsdb/fileutil/mmap_386.go
+++ b/tsdb/fileutil/mmap_386.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build windows
-// +build windows
 
 package fileutil
 
diff --git a/tsdb/fileutil/mmap_amd64.go b/tsdb/fileutil/mmap_amd64.go
index 4c9534e93fd..71fc568bd5f 100644
--- a/tsdb/fileutil/mmap_amd64.go
+++ b/tsdb/fileutil/mmap_amd64.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build windows
-// +build windows
 
 package fileutil
 
diff --git a/tsdb/fileutil/mmap_arm64.go b/tsdb/fileutil/mmap_arm64.go
index 4c9534e93fd..71fc568bd5f 100644
--- a/tsdb/fileutil/mmap_arm64.go
+++ b/tsdb/fileutil/mmap_arm64.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build windows
-// +build windows
 
 package fileutil
 
diff --git a/tsdb/fileutil/mmap_js.go b/tsdb/fileutil/mmap_js.go
index 0c666e8bf5a..f29106fc1e0 100644
--- a/tsdb/fileutil/mmap_js.go
+++ b/tsdb/fileutil/mmap_js.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build js
-// +build js
 
 package fileutil
 
diff --git a/tsdb/fileutil/mmap_unix.go b/tsdb/fileutil/mmap_unix.go
index 1fd7f48ff58..3d15e1a8c12 100644
--- a/tsdb/fileutil/mmap_unix.go
+++ b/tsdb/fileutil/mmap_unix.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build !windows && !plan9 && !js
-// +build !windows,!plan9,!js
 
 package fileutil
 
diff --git a/tsdb/fileutil/preallocate_other.go b/tsdb/fileutil/preallocate_other.go
index 2c46dd49075..e7fd937a436 100644
--- a/tsdb/fileutil/preallocate_other.go
+++ b/tsdb/fileutil/preallocate_other.go
@@ -13,7 +13,6 @@
 // limitations under the License.
 
 //go:build !linux && !darwin
-// +build !linux,!darwin
 
 package fileutil
 
diff --git a/tsdb/fileutil/sync.go b/tsdb/fileutil/sync.go
index 5bd18b458c3..e1a4a7fd3db 100644
--- a/tsdb/fileutil/sync.go
+++ b/tsdb/fileutil/sync.go
@@ -13,7 +13,6 @@
 // limitations under the License.
 
 //go:build !linux && !darwin
-// +build !linux,!darwin
 
 package fileutil
 
diff --git a/tsdb/fileutil/sync_darwin.go b/tsdb/fileutil/sync_darwin.go
index 155b9445951..d698b896af8 100644
--- a/tsdb/fileutil/sync_darwin.go
+++ b/tsdb/fileutil/sync_darwin.go
@@ -13,7 +13,6 @@
 // limitations under the License.
 
 //go:build darwin
-// +build darwin
 
 package fileutil
 
diff --git a/tsdb/fileutil/sync_linux.go b/tsdb/fileutil/sync_linux.go
index 1c2091ea381..2b4c620bb0b 100644
--- a/tsdb/fileutil/sync_linux.go
+++ b/tsdb/fileutil/sync_linux.go
@@ -13,7 +13,6 @@
 // limitations under the License.
 
 //go:build linux
-// +build linux
 
 package fileutil
 
diff --git a/tsdb/goversion/goversion.go b/tsdb/goversion/goversion.go
index 02da2639d6c..ec23d25f2e9 100644
--- a/tsdb/goversion/goversion.go
+++ b/tsdb/goversion/goversion.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build go1.12
-// +build go1.12
 
 // Package goversion enforces the go version supported by the tsdb module.
 package goversion
diff --git a/tsdb/head.go b/tsdb/head.go
index 63d8e9ea135..ac4aa52d76a 100644
--- a/tsdb/head.go
+++ b/tsdb/head.go
@@ -176,6 +176,9 @@ type HeadOptions struct {
 	// The default value is GOMAXPROCS.
 	// If it is set to a negative value or zero, the default value is used.
 	WALReplayConcurrency int
+
+	// EnableSharding enables ShardedPostings() support in the Head.
+	EnableSharding bool
 }
 
 const (
@@ -1484,9 +1487,9 @@ func (h *Head) Delete(ctx context.Context, mint, maxt int64, ms ...*labels.Match
 			continue
 		}
 
-		series.RLock()
+		series.Lock()
 		t0, t1 := series.minTime(), series.maxTime()
-		series.RUnlock()
+		series.Unlock()
 		if t0 == math.MinInt64 || t1 == math.MinInt64 {
 			continue
 		}
@@ -1663,7 +1666,12 @@ func (h *Head) getOrCreate(hash uint64, lset labels.Labels) (*memSeries, bool, e
 
 func (h *Head) getOrCreateWithID(id chunks.HeadSeriesRef, hash uint64, lset labels.Labels) (*memSeries, bool, error) {
 	s, created, err := h.series.getOrSet(hash, lset, func() *memSeries {
-		return newMemSeries(lset, id, h.opts.IsolationDisabled)
+		shardHash := uint64(0)
+		if h.opts.EnableSharding {
+			shardHash = labels.StableHash(lset)
+		}
+
+		return newMemSeries(lset, id, shardHash, h.opts.IsolationDisabled)
 	})
 	if err != nil {
 		return nil, false, err
@@ -1751,32 +1759,31 @@ func (m *seriesHashmap) set(hash uint64, s *memSeries) {
 	m.conflicts[hash] = append(l, s)
 }
 
-func (m *seriesHashmap) del(hash uint64, lset labels.Labels) {
+func (m *seriesHashmap) del(hash uint64, ref chunks.HeadSeriesRef) {
 	var rem []*memSeries
 	unique, found := m.unique[hash]
 	switch {
-	case !found:
+	case !found: // Supplied hash is not stored.
 		return
-	case labels.Equal(unique.lset, lset):
+	case unique.ref == ref:
 		conflicts := m.conflicts[hash]
-		if len(conflicts) == 0 {
+		if len(conflicts) == 0 { // Exactly one series with this hash was stored
 			delete(m.unique, hash)
 			return
 		}
-		rem = conflicts
-	default:
-		rem = append(rem, unique)
+		m.unique[hash] = conflicts[0] // First remaining series goes in 'unique'.
+		rem = conflicts[1:]           // Keep the rest.
+	default: // The series to delete is somewhere in 'conflicts'. Keep all the ones that don't match.
 		for _, s := range m.conflicts[hash] {
-			if !labels.Equal(s.lset, lset) {
+			if s.ref != ref {
 				rem = append(rem, s)
 			}
 		}
 	}
-	m.unique[hash] = rem[0]
-	if len(rem) == 1 {
+	if len(rem) == 0 {
 		delete(m.conflicts, hash)
 	} else {
-		m.conflicts[hash] = rem[1:]
+		m.conflicts[hash] = rem
 	}
 }
 
@@ -1891,7 +1898,7 @@ func (s *stripeSeries) gc(mint int64, minOOOMmapRef chunks.ChunkDiskMapperRef) (
 		}
 
 		deleted[storage.SeriesRef(series.ref)] = struct{}{}
-		s.hashes[hashShard].del(hash, series.lset)
+		s.hashes[hashShard].del(hash, series.ref)
 		delete(s.series[refShard], series.ref)
 		deletedForCallback[series.ref] = series.lset
 	}
@@ -2017,12 +2024,16 @@ func (s sample) Type() chunkenc.ValueType {
 // memSeries is the in-memory representation of a series. None of its methods
 // are goroutine safe and it is the caller's responsibility to lock it.
 type memSeries struct {
-	sync.RWMutex
+	sync.Mutex
 
 	ref  chunks.HeadSeriesRef
 	lset labels.Labels
 	meta *metadata.Metadata
 
+	// Series labels hash to use for sharding purposes. The value is always 0 when sharding has not
+	// been explicitly enabled in TSDB.
+	shardHash uint64
+
 	// Immutable chunks on disk that have not yet gone into a block, in order of ascending time stamps.
 	// When compaction runs, chunks get moved into a block and all pointers are shifted like so:
 	//
@@ -2072,14 +2083,15 @@ type memSeriesOOOFields struct {
 	firstOOOChunkID  chunks.HeadChunkID // HeadOOOChunkID for oooMmappedChunks[0].
 }
 
-func newMemSeries(lset labels.Labels, id chunks.HeadSeriesRef, isolationDisabled bool) *memSeries {
+func newMemSeries(lset labels.Labels, id chunks.HeadSeriesRef, shardHash uint64, isolationDisabled bool) *memSeries {
 	s := &memSeries{
-		lset:   lset,
-		ref:    id,
-		nextAt: math.MinInt64,
+		lset:      lset,
+		ref:       id,
+		nextAt:    math.MinInt64,
+		shardHash: shardHash,
 	}
 	if !isolationDisabled {
-		s.txs = newTxRing(4)
+		s.txs = newTxRing(0)
 	}
 	return s
 }
diff --git a/tsdb/head_append.go b/tsdb/head_append.go
index f112ffa3aec..801beb37777 100644
--- a/tsdb/head_append.go
+++ b/tsdb/head_append.go
@@ -684,9 +684,9 @@ func (a *headAppender) UpdateMetadata(ref storage.SeriesRef, lset labels.Labels,
 		return 0, fmt.Errorf("unknown series when trying to add metadata with HeadSeriesRef: %d and labels: %s", ref, lset)
 	}
 
-	s.RLock()
+	s.Lock()
 	hasNewMetadata := s.meta == nil || *s.meta != meta
-	s.RUnlock()
+	s.Unlock()
 
 	if hasNewMetadata {
 		a.metadata = append(a.metadata, record.RefMetadata{
diff --git a/tsdb/head_read.go b/tsdb/head_read.go
index 362764480b2..457d3e1c479 100644
--- a/tsdb/head_read.go
+++ b/tsdb/head_read.go
@@ -149,7 +149,35 @@ func (h *headIndexReader) SortedPostings(p index.Postings) index.Postings {
 	return index.NewListPostings(ep)
 }
 
+// ShardedPostings implements IndexReader. This function returns an failing postings list if sharding
+// has not been enabled in the Head.
+func (h *headIndexReader) ShardedPostings(p index.Postings, shardIndex, shardCount uint64) index.Postings {
+	if !h.head.opts.EnableSharding {
+		return index.ErrPostings(errors.New("sharding is disabled"))
+	}
+
+	out := make([]storage.SeriesRef, 0, 128)
+
+	for p.Next() {
+		s := h.head.series.getByID(chunks.HeadSeriesRef(p.At()))
+		if s == nil {
+			level.Debug(h.head.logger).Log("msg", "Looked up series not found")
+			continue
+		}
+
+		// Check if the series belong to the shard.
+		if s.shardHash%shardCount != shardIndex {
+			continue
+		}
+
+		out = append(out, storage.SeriesRef(s.ref))
+	}
+
+	return index.NewListPostings(out)
+}
+
 // Series returns the series for the given reference.
+// Chunks are skipped if chks is nil.
 func (h *headIndexReader) Series(ref storage.SeriesRef, builder *labels.ScratchBuilder, chks *[]chunks.Meta) error {
 	s := h.head.series.getByID(chunks.HeadSeriesRef(ref))
 
@@ -159,6 +187,10 @@ func (h *headIndexReader) Series(ref storage.SeriesRef, builder *labels.ScratchB
 	}
 	builder.Assign(s.lset)
 
+	if chks == nil {
+		return nil
+	}
+
 	s.Lock()
 	defer s.Unlock()
 
@@ -682,7 +714,7 @@ func (s *memSeries) iterator(id chunks.HeadChunkID, c chunkenc.Chunk, isoState *
 
 		// Removing the extra transactionIDs that are relevant for samples that
 		// come after this chunk, from the total transactionIDs.
-		appendIDsToConsider := s.txs.txIDCount - (totalSamples - (previousSamples + numSamples))
+		appendIDsToConsider := int(s.txs.txIDCount) - (totalSamples - (previousSamples + numSamples))
 
 		// Iterate over the appendIDs, find the first one that the isolation state says not
 		// to return.
diff --git a/tsdb/index/index.go b/tsdb/index/index.go
index 2b025a3528c..cc57c3868eb 100644
--- a/tsdb/index/index.go
+++ b/tsdb/index/index.go
@@ -50,6 +50,8 @@ const (
 	FormatV2 = 2
 
 	indexFilename = "index"
+
+	seriesByteAlign = 16
 )
 
 type indexWriterSeries struct {
@@ -110,6 +112,8 @@ type symbolCacheEntry struct {
 	lastValue      string
 }
 
+type PostingsEncoder func(*encoding.Encbuf, []uint32) error
+
 // Writer implements the IndexWriter interface for the standard
 // serialization format.
 type Writer struct {
@@ -148,6 +152,8 @@ type Writer struct {
 	crc32 hash.Hash
 
 	Version int
+
+	postingsEncoder PostingsEncoder
 }
 
 // TOC represents index Table Of Content that states where each section of index starts.
@@ -186,7 +192,8 @@ func NewTOCFromByteSlice(bs ByteSlice) (*TOC, error) {
 }
 
 // NewWriter returns a new Writer to the given filename. It serializes data in format version 2.
-func NewWriter(ctx context.Context, fn string) (*Writer, error) {
+// It uses the given encoder to encode each postings list.
+func NewWriterWithEncoder(ctx context.Context, fn string, encoder PostingsEncoder) (*Writer, error) {
 	dir := filepath.Dir(fn)
 
 	df, err := fileutil.OpenDir(dir)
@@ -229,9 +236,10 @@ func NewWriter(ctx context.Context, fn string) (*Writer, error) {
 		buf1: encoding.Encbuf{B: make([]byte, 0, 1<<22)},
 		buf2: encoding.Encbuf{B: make([]byte, 0, 1<<22)},
 
-		symbolCache: make(map[string]symbolCacheEntry, 1<<8),
-		labelNames:  make(map[string]uint64, 1<<8),
-		crc32:       newCRC32(),
+		symbolCache:     make(map[string]symbolCacheEntry, 1<<8),
+		labelNames:      make(map[string]uint64, 1<<8),
+		crc32:           newCRC32(),
+		postingsEncoder: encoder,
 	}
 	if err := iw.writeMeta(); err != nil {
 		return nil, err
@@ -239,6 +247,12 @@ func NewWriter(ctx context.Context, fn string) (*Writer, error) {
 	return iw, nil
 }
 
+// NewWriter creates a new index writer using the default encoder. See
+// NewWriterWithEncoder.
+func NewWriter(ctx context.Context, fn string) (*Writer, error) {
+	return NewWriterWithEncoder(ctx, fn, EncodePostingsRaw)
+}
+
 func (w *Writer) write(bufs ...[]byte) error {
 	return w.f.Write(bufs...)
 }
@@ -424,11 +438,11 @@ func (w *Writer) AddSeries(ref storage.SeriesRef, lset labels.Labels, chunks ...
 	}
 	// We add padding to 16 bytes to increase the addressable space we get through 4 byte
 	// series references.
-	if err := w.addPadding(16); err != nil {
+	if err := w.addPadding(seriesByteAlign); err != nil {
 		return fmt.Errorf("failed to write padding bytes: %w", err)
 	}
 
-	if w.f.pos%16 != 0 {
+	if w.f.pos%seriesByteAlign != 0 {
 		return fmt.Errorf("series write not 16-byte aligned at %d", w.f.pos)
 	}
 
@@ -699,6 +713,7 @@ func (w *Writer) writeLabelIndexesOffsetTable() error {
 			return err
 		}
 	}
+
 	// Write out the length.
 	w.buf1.Reset()
 	l := w.f.pos - startPos - 4
@@ -710,9 +725,7 @@ func (w *Writer) writeLabelIndexesOffsetTable() error {
 		return err
 	}
 
-	w.buf1.Reset()
-	w.buf1.PutHashSum(w.crc32)
-	return w.write(w.buf1.Get())
+	return w.writeLenghtAndHash(startPos)
 }
 
 // writePostingsOffsetTable writes the postings offset table.
@@ -780,6 +793,10 @@ func (w *Writer) writePostingsOffsetTable() error {
 	}
 	w.fPO = nil
 
+	return w.writeLenghtAndHash(startPos)
+}
+
+func (w *Writer) writeLenghtAndHash(startPos uint64) error {
 	// Write out the length.
 	w.buf1.Reset()
 	l := w.f.pos - startPos - 4
@@ -791,7 +808,7 @@ func (w *Writer) writePostingsOffsetTable() error {
 		return err
 	}
 
-	// Finally write the hash.
+	// Write out the hash.
 	w.buf1.Reset()
 	w.buf1.PutHashSum(w.crc32)
 	return w.write(w.buf1.Get())
@@ -837,10 +854,10 @@ func (w *Writer) writePostingsToTmpFiles() error {
 	for d.Len() > 0 {
 		d.ConsumePadding()
 		startPos := w.toc.LabelIndices - uint64(d.Len())
-		if startPos%16 != 0 {
+		if startPos%seriesByteAlign != 0 {
 			return fmt.Errorf("series not 16-byte aligned at %d", startPos)
 		}
-		offsets = append(offsets, uint32(startPos/16))
+		offsets = append(offsets, uint32(startPos/seriesByteAlign))
 		// Skip to next series.
 		x := d.Uvarint()
 		d.Skip(x + crc32.Size)
@@ -899,7 +916,7 @@ func (w *Writer) writePostingsToTmpFiles() error {
 					if _, ok := postings[lno]; !ok {
 						postings[lno] = map[uint32][]uint32{}
 					}
-					postings[lno][lvo] = append(postings[lno][lvo], uint32(startPos/16))
+					postings[lno][lvo] = append(postings[lno][lvo], uint32(startPos/seriesByteAlign))
 				}
 			}
 			// Skip to next series.
@@ -936,7 +953,20 @@ func (w *Writer) writePostingsToTmpFiles() error {
 			return w.ctx.Err()
 		default:
 		}
+	}
+	return nil
+}
+
+// EncodePostingsRaw uses the "basic" postings list encoding format with no compression:
+// <BE uint32 len X><BE uint32 0><BE uint32 1>...<BE uint32 X-1>.
+func EncodePostingsRaw(e *encoding.Encbuf, offs []uint32) error {
+	e.PutBE32int(len(offs))
 
+	for _, off := range offs {
+		if off > (1<<32)-1 {
+			return fmt.Errorf("series offset %d exceeds 4 bytes", off)
+		}
+		e.PutBE32(off)
 	}
 	return nil
 }
@@ -959,13 +989,8 @@ func (w *Writer) writePosting(name, value string, offs []uint32) error {
 	w.cntPO++
 
 	w.buf1.Reset()
-	w.buf1.PutBE32int(len(offs))
-
-	for _, off := range offs {
-		if off > (1<<32)-1 {
-			return fmt.Errorf("series offset %d exceeds 4 bytes", off)
-		}
-		w.buf1.PutBE32(off)
+	if err := w.postingsEncoder(&w.buf1, offs); err != nil {
+		return err
 	}
 
 	w.buf2.Reset()
@@ -1535,7 +1560,7 @@ func (r *Reader) LabelNamesFor(ctx context.Context, ids ...storage.SeriesRef) ([
 		// In version 2 series IDs are no longer exact references but series are 16-byte padded
 		// and the ID is the multiple of 16 of the actual position.
 		if r.version == FormatV2 {
-			offset = id * 16
+			offset = id * seriesByteAlign
 		}
 
 		d := encoding.NewDecbufUvarintAt(r.b, int(offset), castagnoliTable)
@@ -1574,7 +1599,7 @@ func (r *Reader) LabelValueFor(ctx context.Context, id storage.SeriesRef, label
 	// In version 2 series IDs are no longer exact references but series are 16-byte padded
 	// and the ID is the multiple of 16 of the actual position.
 	if r.version == FormatV2 {
-		offset = id * 16
+		offset = id * seriesByteAlign
 	}
 	d := encoding.NewDecbufUvarintAt(r.b, int(offset), castagnoliTable)
 	buf := d.Get()
@@ -1600,7 +1625,7 @@ func (r *Reader) Series(id storage.SeriesRef, builder *labels.ScratchBuilder, ch
 	// In version 2 series IDs are no longer exact references but series are 16-byte padded
 	// and the ID is the multiple of 16 of the actual position.
 	if r.version == FormatV2 {
-		offset = id * 16
+		offset = id * seriesByteAlign
 	}
 	d := encoding.NewDecbufUvarintAt(r.b, int(offset), castagnoliTable)
 	if d.Err() != nil {
@@ -1723,6 +1748,33 @@ func (r *Reader) SortedPostings(p Postings) Postings {
 	return p
 }
 
+// ShardedPostings returns a postings list filtered by the provided shardIndex out of shardCount.
+func (r *Reader) ShardedPostings(p Postings, shardIndex, shardCount uint64) Postings {
+	var (
+		out     = make([]storage.SeriesRef, 0, 128)
+		bufLbls = labels.ScratchBuilder{}
+	)
+
+	for p.Next() {
+		id := p.At()
+
+		// Get the series labels (no chunks).
+		err := r.Series(id, &bufLbls, nil)
+		if err != nil {
+			return ErrPostings(fmt.Errorf("series %d not found", id))
+		}
+
+		// Check if the series belong to the shard.
+		if labels.StableHash(bufLbls.Labels())%shardCount != shardIndex {
+			continue
+		}
+
+		out = append(out, id)
+	}
+
+	return NewListPostings(out)
+}
+
 // Size returns the size of an index file.
 func (r *Reader) Size() int64 {
 	return int64(r.b.Len())
@@ -1843,9 +1895,12 @@ func (dec *Decoder) LabelValueFor(ctx context.Context, b []byte, label string) (
 
 // Series decodes a series entry from the given byte slice into builder and chks.
 // Previous contents of builder can be overwritten - make sure you copy before retaining.
+// Skips reading chunks metadata if chks is nil.
 func (dec *Decoder) Series(b []byte, builder *labels.ScratchBuilder, chks *[]chunks.Meta) error {
 	builder.Reset()
-	*chks = (*chks)[:0]
+	if chks != nil {
+		*chks = (*chks)[:0]
+	}
 
 	d := encoding.Decbuf{B: b}
 
@@ -1871,6 +1926,11 @@ func (dec *Decoder) Series(b []byte, builder *labels.ScratchBuilder, chks *[]chu
 		builder.Add(ln, lv)
 	}
 
+	// Skip reading chunks metadata if chks is nil.
+	if chks == nil {
+		return d.Err()
+	}
+
 	// Read the chunks meta data.
 	k = d.Uvarint()
 
diff --git a/tsdb/isolation.go b/tsdb/isolation.go
index e436884a8db..86330f36e4c 100644
--- a/tsdb/isolation.go
+++ b/tsdb/isolation.go
@@ -240,8 +240,8 @@ func (i *isolation) closeAppend(appendID uint64) {
 // The transactionID ring buffer.
 type txRing struct {
 	txIDs     []uint64
-	txIDFirst int // Position of the first id in the ring.
-	txIDCount int // How many ids in the ring.
+	txIDFirst uint32 // Position of the first id in the ring.
+	txIDCount uint32 // How many ids in the ring.
 }
 
 func newTxRing(capacity int) *txRing {
@@ -251,21 +251,28 @@ func newTxRing(capacity int) *txRing {
 }
 
 func (txr *txRing) add(appendID uint64) {
-	if txr.txIDCount == len(txr.txIDs) {
+	if int(txr.txIDCount) == len(txr.txIDs) {
 		// Ring buffer is full, expand by doubling.
-		newRing := make([]uint64, txr.txIDCount*2)
+		newLen := txr.txIDCount * 2
+		if newLen == 0 {
+			newLen = 4
+		}
+		newRing := make([]uint64, newLen)
 		idx := copy(newRing, txr.txIDs[txr.txIDFirst:])
 		copy(newRing[idx:], txr.txIDs[:txr.txIDFirst])
 		txr.txIDs = newRing
 		txr.txIDFirst = 0
 	}
 
-	txr.txIDs[(txr.txIDFirst+txr.txIDCount)%len(txr.txIDs)] = appendID
+	txr.txIDs[int(txr.txIDFirst+txr.txIDCount)%len(txr.txIDs)] = appendID
 	txr.txIDCount++
 }
 
 func (txr *txRing) cleanupAppendIDsBelow(bound uint64) {
-	pos := txr.txIDFirst
+	if len(txr.txIDs) == 0 {
+		return
+	}
+	pos := int(txr.txIDFirst)
 
 	for txr.txIDCount > 0 {
 		if txr.txIDs[pos] < bound {
@@ -281,7 +288,7 @@ func (txr *txRing) cleanupAppendIDsBelow(bound uint64) {
 		}
 	}
 
-	txr.txIDFirst %= len(txr.txIDs)
+	txr.txIDFirst %= uint32(len(txr.txIDs))
 }
 
 func (txr *txRing) iterator() *txRingIterator {
@@ -296,7 +303,7 @@ func (txr *txRing) iterator() *txRingIterator {
 type txRingIterator struct {
 	ids []uint64
 
-	pos int
+	pos uint32
 }
 
 func (it *txRingIterator) At() uint64 {
@@ -305,7 +312,7 @@ func (it *txRingIterator) At() uint64 {
 
 func (it *txRingIterator) Next() {
 	it.pos++
-	if it.pos == len(it.ids) {
+	if int(it.pos) == len(it.ids) {
 		it.pos = 0
 	}
 }
diff --git a/tsdb/ooo_head_read.go b/tsdb/ooo_head_read.go
index 440130f7db7..3a801bf98b1 100644
--- a/tsdb/ooo_head_read.go
+++ b/tsdb/ooo_head_read.go
@@ -440,6 +440,10 @@ func (ir *OOOCompactionHeadIndexReader) SortedPostings(p index.Postings) index.P
 	return p
 }
 
+func (ir *OOOCompactionHeadIndexReader) ShardedPostings(p index.Postings, shardIndex, shardCount uint64) index.Postings {
+	return ir.ch.oooIR.ShardedPostings(p, shardIndex, shardCount)
+}
+
 func (ir *OOOCompactionHeadIndexReader) Series(ref storage.SeriesRef, builder *labels.ScratchBuilder, chks *[]chunks.Meta) error {
 	return ir.ch.oooIR.series(ref, builder, chks, 0, ir.ch.lastMmapRef)
 }
diff --git a/tsdb/querier.go b/tsdb/querier.go
index f88e4415e45..ab2c53d70d2 100644
--- a/tsdb/querier.go
+++ b/tsdb/querier.go
@@ -131,11 +131,15 @@ func (q *blockQuerier) Select(ctx context.Context, sortSeries bool, hints *stora
 	mint := q.mint
 	maxt := q.maxt
 	disableTrimming := false
+	sharded := hints != nil && hints.ShardCount > 0
 
 	p, err := PostingsForMatchers(ctx, q.index, ms...)
 	if err != nil {
 		return storage.ErrSeriesSet(err)
 	}
+	if sharded {
+		p = q.index.ShardedPostings(p, hints.ShardIndex, hints.ShardCount)
+	}
 	if sortSeries {
 		p = q.index.SortedPostings(p)
 	}
@@ -171,6 +175,8 @@ func (q *blockChunkQuerier) Select(ctx context.Context, sortSeries bool, hints *
 	mint := q.mint
 	maxt := q.maxt
 	disableTrimming := false
+	sharded := hints != nil && hints.ShardCount > 0
+
 	if hints != nil {
 		mint = hints.Start
 		maxt = hints.End
@@ -180,6 +186,9 @@ func (q *blockChunkQuerier) Select(ctx context.Context, sortSeries bool, hints *
 	if err != nil {
 		return storage.ErrChunkSeriesSet(err)
 	}
+	if sharded {
+		p = q.index.ShardedPostings(p, hints.ShardIndex, hints.ShardCount)
+	}
 	if sortSeries {
 		p = q.index.SortedPostings(p)
 	}
@@ -440,11 +449,6 @@ func inversePostingsForMatcher(ctx context.Context, ix IndexReader, m *labels.Ma
 }
 
 func labelValuesWithMatchers(ctx context.Context, r IndexReader, name string, matchers ...*labels.Matcher) ([]string, error) {
-	p, err := PostingsForMatchers(ctx, r, matchers...)
-	if err != nil {
-		return nil, fmt.Errorf("fetching postings for matchers: %w", err)
-	}
-
 	allValues, err := r.LabelValues(ctx, name)
 	if err != nil {
 		return nil, fmt.Errorf("fetching values of label %s: %w", name, err)
@@ -453,8 +457,10 @@ func labelValuesWithMatchers(ctx context.Context, r IndexReader, name string, ma
 	// If we have a matcher for the label name, we can filter out values that don't match
 	// before we fetch postings. This is especially useful for labels with many values.
 	// e.g. __name__ with a selector like {__name__="xyz"}
+	hasMatchersForOtherLabels := false
 	for _, m := range matchers {
 		if m.Name != name {
+			hasMatchersForOtherLabels = true
 			continue
 		}
 
@@ -469,6 +475,20 @@ func labelValuesWithMatchers(ctx context.Context, r IndexReader, name string, ma
 		allValues = filteredValues
 	}
 
+	if len(allValues) == 0 {
+		return nil, nil
+	}
+
+	// If we don't have any matchers for other labels, then we're done.
+	if !hasMatchersForOtherLabels {
+		return allValues, nil
+	}
+
+	p, err := PostingsForMatchers(ctx, r, matchers...)
+	if err != nil {
+		return nil, fmt.Errorf("fetching postings for matchers: %w", err)
+	}
+
 	valuesPostings := make([]index.Postings, len(allValues))
 	for i, value := range allValues {
 		valuesPostings[i], err = r.Postings(ctx, name, value)
@@ -809,12 +829,12 @@ func (p *populateWithDelSeriesIterator) At() (int64, float64) {
 	return p.curr.At()
 }
 
-func (p *populateWithDelSeriesIterator) AtHistogram() (int64, *histogram.Histogram) {
-	return p.curr.AtHistogram()
+func (p *populateWithDelSeriesIterator) AtHistogram(h *histogram.Histogram) (int64, *histogram.Histogram) {
+	return p.curr.AtHistogram(h)
 }
 
-func (p *populateWithDelSeriesIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
-	return p.curr.AtFloatHistogram()
+func (p *populateWithDelSeriesIterator) AtFloatHistogram(fh *histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
+	return p.curr.AtFloatHistogram(fh)
 }
 
 func (p *populateWithDelSeriesIterator) AtT() int64 {
@@ -926,7 +946,7 @@ func (p *populateWithDelChunkSeriesIterator) populateCurrForSingleChunk() bool {
 				break
 			}
 			var h *histogram.Histogram
-			t, h = p.currDelIter.AtHistogram()
+			t, h = p.currDelIter.AtHistogram(nil)
 			_, _, app, err = app.AppendHistogram(nil, t, h, true)
 			if err != nil {
 				break
@@ -957,7 +977,7 @@ func (p *populateWithDelChunkSeriesIterator) populateCurrForSingleChunk() bool {
 				break
 			}
 			var h *histogram.FloatHistogram
-			t, h = p.currDelIter.AtFloatHistogram()
+			t, h = p.currDelIter.AtFloatHistogram(nil)
 			_, _, app, err = app.AppendFloatHistogram(nil, t, h, true)
 			if err != nil {
 				break
@@ -1043,7 +1063,7 @@ func (p *populateWithDelChunkSeriesIterator) populateChunksFromIterable() bool {
 		case chunkenc.ValHistogram:
 			{
 				var v *histogram.Histogram
-				t, v = p.currDelIter.AtHistogram()
+				t, v = p.currDelIter.AtHistogram(nil)
 				// No need to set prevApp as AppendHistogram will set the
 				// counter reset header for the appender that's returned.
 				newChunk, recoded, app, err = app.AppendHistogram(nil, t, v, false)
@@ -1051,7 +1071,7 @@ func (p *populateWithDelChunkSeriesIterator) populateChunksFromIterable() bool {
 		case chunkenc.ValFloatHistogram:
 			{
 				var v *histogram.FloatHistogram
-				t, v = p.currDelIter.AtFloatHistogram()
+				t, v = p.currDelIter.AtFloatHistogram(nil)
 				// No need to set prevApp as AppendHistogram will set the
 				// counter reset header for the appender that's returned.
 				newChunk, recoded, app, err = app.AppendFloatHistogram(nil, t, v, false)
@@ -1222,13 +1242,13 @@ func (it *DeletedIterator) At() (int64, float64) {
 	return it.Iter.At()
 }
 
-func (it *DeletedIterator) AtHistogram() (int64, *histogram.Histogram) {
-	t, h := it.Iter.AtHistogram()
+func (it *DeletedIterator) AtHistogram(h *histogram.Histogram) (int64, *histogram.Histogram) {
+	t, h := it.Iter.AtHistogram(h)
 	return t, h
 }
 
-func (it *DeletedIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
-	t, h := it.Iter.AtFloatHistogram()
+func (it *DeletedIterator) AtFloatHistogram(fh *histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
+	t, h := it.Iter.AtFloatHistogram(fh)
 	return t, h
 }
 
diff --git a/tsdb/tsdbblockutil.go b/tsdb/tsdbblockutil.go
index d4e43b73ccf..f7b27c2e08e 100644
--- a/tsdb/tsdbblockutil.go
+++ b/tsdb/tsdbblockutil.go
@@ -73,10 +73,10 @@ func CreateBlock(series []storage.Series, dir string, chunkRange int64, logger l
 				t, v := it.At()
 				ref, err = app.Append(ref, lset, t, v)
 			case chunkenc.ValHistogram:
-				t, h := it.AtHistogram()
+				t, h := it.AtHistogram(nil)
 				ref, err = app.AppendHistogram(ref, lset, t, h, nil)
 			case chunkenc.ValFloatHistogram:
-				t, fh := it.AtFloatHistogram()
+				t, fh := it.AtFloatHistogram(nil)
 				ref, err = app.AppendHistogram(ref, lset, t, nil, fh)
 			default:
 				return "", fmt.Errorf("unknown sample type %s", typ.String())
diff --git a/util/annotations/annotations.go b/util/annotations/annotations.go
index 180d408430a..29dafeb2e90 100644
--- a/util/annotations/annotations.go
+++ b/util/annotations/annotations.go
@@ -107,6 +107,8 @@ var (
 	BadBucketLabelWarning               = fmt.Errorf("%w: bucket label %q is missing or has a malformed value", PromQLWarning, model.BucketLabel)
 	MixedFloatsHistogramsWarning        = fmt.Errorf("%w: encountered a mix of histograms and floats for metric name", PromQLWarning)
 	MixedClassicNativeHistogramsWarning = fmt.Errorf("%w: vector contains a mix of classic and native histograms for metric name", PromQLWarning)
+	NativeHistogramNotCounterWarning    = fmt.Errorf("%w: this native histogram metric is not a counter:", PromQLWarning)
+	NativeHistogramNotGaugeWarning      = fmt.Errorf("%w: this native histogram metric is not a gauge:", PromQLWarning)
 
 	PossibleNonCounterInfo                  = fmt.Errorf("%w: metric might not be a counter, name does not end in _total/_sum/_count/_bucket:", PromQLInfo)
 	HistogramQuantileForcedMonotonicityInfo = fmt.Errorf("%w: input to histogram_quantile needed to be fixed for monotonicity (see https://prometheus.io/docs/prometheus/latest/querying/functions/#histogram_quantile) for metric name", PromQLInfo)
@@ -166,6 +168,24 @@ func NewMixedClassicNativeHistogramsWarning(metricName string, pos posrange.Posi
 	}
 }
 
+// NewNativeHistogramNotCounterWarning is used when histogramRate is called
+// with isCounter set to true on a gauge histogram.
+func NewNativeHistogramNotCounterWarning(metricName string, pos posrange.PositionRange) error {
+	return annoErr{
+		PositionRange: pos,
+		Err:           fmt.Errorf("%w %q", NativeHistogramNotCounterWarning, metricName),
+	}
+}
+
+// NewNativeHistogramNotGaugeWarning is used when histogramRate is called
+// with isCounter set to false on a counter histogram.
+func NewNativeHistogramNotGaugeWarning(metricName string, pos posrange.PositionRange) error {
+	return annoErr{
+		PositionRange: pos,
+		Err:           fmt.Errorf("%w %q", NativeHistogramNotGaugeWarning, metricName),
+	}
+}
+
 // NewPossibleNonCounterInfo is used when a named counter metric with only float samples does not
 // have the suffixes _total, _sum, _count, or _bucket.
 func NewPossibleNonCounterInfo(metricName string, pos posrange.PositionRange) error {
diff --git a/util/runtime/limits_default.go b/util/runtime/limits_default.go
index 40af5f14da5..0126adb1a84 100644
--- a/util/runtime/limits_default.go
+++ b/util/runtime/limits_default.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build !windows
-// +build !windows
 
 package runtime
 
diff --git a/util/runtime/limits_windows.go b/util/runtime/limits_windows.go
index ce514949eeb..ce82d31e6da 100644
--- a/util/runtime/limits_windows.go
+++ b/util/runtime/limits_windows.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build windows
-// +build windows
 
 package runtime
 
diff --git a/util/runtime/statfs.go b/util/runtime/statfs.go
index 2e5a624b619..66bedb5ea1e 100644
--- a/util/runtime/statfs.go
+++ b/util/runtime/statfs.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build openbsd || windows || netbsd || solaris
-// +build openbsd windows netbsd solaris
 
 package runtime
 
diff --git a/util/runtime/statfs_default.go b/util/runtime/statfs_default.go
index b6f837c478d..8d283c1e445 100644
--- a/util/runtime/statfs_default.go
+++ b/util/runtime/statfs_default.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build !windows && !openbsd && !netbsd && !solaris && !386
-// +build !windows,!openbsd,!netbsd,!solaris,!386
 
 package runtime
 
diff --git a/util/runtime/statfs_linux_386.go b/util/runtime/statfs_linux_386.go
index 7494a0adf5a..a003b2effe1 100644
--- a/util/runtime/statfs_linux_386.go
+++ b/util/runtime/statfs_linux_386.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build linux && 386
-// +build linux,386
 
 package runtime
 
diff --git a/util/runtime/statfs_uint32.go b/util/runtime/statfs_uint32.go
index 72d670a3967..fbf994ea63d 100644
--- a/util/runtime/statfs_uint32.go
+++ b/util/runtime/statfs_uint32.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build (386 && darwin) || (386 && freebsd)
-// +build 386,darwin 386,freebsd
 
 package runtime
 
diff --git a/util/runtime/uname_default.go b/util/runtime/uname_default.go
index 16133712145..0052dbab472 100644
--- a/util/runtime/uname_default.go
+++ b/util/runtime/uname_default.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build !linux
-// +build !linux
 
 package runtime
 
diff --git a/util/runtime/vmlimits_default.go b/util/runtime/vmlimits_default.go
index bf35b48fe08..aef43410610 100644
--- a/util/runtime/vmlimits_default.go
+++ b/util/runtime/vmlimits_default.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build !windows && !openbsd
-// +build !windows,!openbsd
 
 package runtime
 
diff --git a/util/runtime/vmlimits_openbsd.go b/util/runtime/vmlimits_openbsd.go
index e33ab48023e..b40f065883e 100644
--- a/util/runtime/vmlimits_openbsd.go
+++ b/util/runtime/vmlimits_openbsd.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build openbsd
-// +build openbsd
 
 package runtime
 
diff --git a/web/api/v1/api.go b/web/api/v1/api.go
index 0288eda0218..85534d52e7d 100644
--- a/web/api/v1/api.go
+++ b/web/api/v1/api.go
@@ -880,9 +880,9 @@ func (api *API) dropSeries(_ *http.Request) apiFuncResult {
 // Target has the information for one target.
 type Target struct {
 	// Labels before any processing.
-	DiscoveredLabels map[string]string `json:"discoveredLabels"`
+	DiscoveredLabels labels.Labels `json:"discoveredLabels"`
 	// Any labels that are added to this target and its metrics.
-	Labels map[string]string `json:"labels"`
+	Labels labels.Labels `json:"labels"`
 
 	ScrapePool string `json:"scrapePool"`
 	ScrapeURL  string `json:"scrapeUrl"`
@@ -904,7 +904,7 @@ type ScrapePoolsDiscovery struct {
 // DroppedTarget has the information for one target that was dropped during relabelling.
 type DroppedTarget struct {
 	// Labels before any processing.
-	DiscoveredLabels map[string]string `json:"discoveredLabels"`
+	DiscoveredLabels labels.Labels `json:"discoveredLabels"`
 }
 
 // TargetDiscovery has all the active targets.
@@ -1025,8 +1025,8 @@ func (api *API) targets(r *http.Request) apiFuncResult {
 				globalURL, err := getGlobalURL(target.URL(), api.globalURLOptions)
 
 				res.ActiveTargets = append(res.ActiveTargets, &Target{
-					DiscoveredLabels: target.DiscoveredLabels().Map(),
-					Labels:           target.Labels().Map(),
+					DiscoveredLabels: target.DiscoveredLabels(),
+					Labels:           target.Labels(),
 					ScrapePool:       key,
 					ScrapeURL:        target.URL().String(),
 					GlobalURL:        globalURL.String(),
@@ -1064,7 +1064,7 @@ func (api *API) targets(r *http.Request) apiFuncResult {
 			}
 			for _, target := range targetsDropped[key] {
 				res.DroppedTargets = append(res.DroppedTargets, &DroppedTarget{
-					DiscoveredLabels: target.DiscoveredLabels().Map(),
+					DiscoveredLabels: target.DiscoveredLabels(),
 				})
 			}
 		}
@@ -1849,13 +1849,9 @@ func parseDuration(s string) (time.Duration, error) {
 }
 
 func parseMatchersParam(matchers []string) ([][]*labels.Matcher, error) {
-	var matcherSets [][]*labels.Matcher
-	for _, s := range matchers {
-		matchers, err := parser.ParseMetricSelector(s)
-		if err != nil {
-			return nil, err
-		}
-		matcherSets = append(matcherSets, matchers)
+	matcherSets, err := parser.ParseMetricSelectors(matchers)
+	if err != nil {
+		return nil, err
 	}
 
 OUTER:
diff --git a/web/federate.go b/web/federate.go
index 2e7bac21d91..62e8c97b741 100644
--- a/web/federate.go
+++ b/web/federate.go
@@ -65,14 +65,10 @@ func (h *Handler) federation(w http.ResponseWriter, req *http.Request) {
 		return
 	}
 
-	var matcherSets [][]*labels.Matcher
-	for _, s := range req.Form["match[]"] {
-		matchers, err := parser.ParseMetricSelector(s)
-		if err != nil {
-			http.Error(w, err.Error(), http.StatusBadRequest)
-			return
-		}
-		matcherSets = append(matcherSets, matchers)
+	matcherSets, err := parser.ParseMetricSelectors(req.Form["match[]"])
+	if err != nil {
+		http.Error(w, err.Error(), http.StatusBadRequest)
+		return
 	}
 
 	var (
@@ -127,7 +123,7 @@ Loop:
 		case chunkenc.ValFloat:
 			t, f = it.At()
 		case chunkenc.ValFloatHistogram, chunkenc.ValHistogram:
-			t, fh = it.AtFloatHistogram()
+			t, fh = it.AtFloatHistogram(nil)
 		default:
 			sample, ok := it.PeekBack(1)
 			if !ok {
diff --git a/web/ui/assets_embed.go b/web/ui/assets_embed.go
index f10d5c0c23e..a5f8f5ddfa8 100644
--- a/web/ui/assets_embed.go
+++ b/web/ui/assets_embed.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build builtinassets
-// +build builtinassets
 
 package ui
 
diff --git a/web/ui/module/codemirror-promql/package.json b/web/ui/module/codemirror-promql/package.json
index 20777a38a39..fb13605825e 100644
--- a/web/ui/module/codemirror-promql/package.json
+++ b/web/ui/module/codemirror-promql/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@prometheus-io/codemirror-promql",
-  "version": "0.48.0",
+  "version": "0.49.1",
   "description": "a CodeMirror mode for the PromQL language",
   "types": "dist/esm/index.d.ts",
   "module": "dist/esm/index.js",
@@ -29,7 +29,7 @@
   },
   "homepage": "https://github.com/prometheus/prometheus/blob/main/web/ui/module/codemirror-promql/README.md",
   "dependencies": {
-    "@prometheus-io/lezer-promql": "0.48.0",
+    "@prometheus-io/lezer-promql": "0.49.1",
     "lru-cache": "^7.18.3"
   },
   "devDependencies": {
diff --git a/web/ui/module/lezer-promql/package.json b/web/ui/module/lezer-promql/package.json
index 0792682b1f1..a6bb3f3eb8a 100644
--- a/web/ui/module/lezer-promql/package.json
+++ b/web/ui/module/lezer-promql/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@prometheus-io/lezer-promql",
-  "version": "0.48.0",
+  "version": "0.49.1",
   "description": "lezer-based PromQL grammar",
   "main": "dist/index.cjs",
   "type": "module",
diff --git a/web/ui/package-lock.json b/web/ui/package-lock.json
index 51dd607499b..5f1db6ce0ae 100644
--- a/web/ui/package-lock.json
+++ b/web/ui/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "prometheus-io",
-  "version": "0.48.0",
-  "lockfileVersion": 2,
+  "version": "0.49.1",
+  "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "prometheus-io",
-      "version": "0.48.0",
+      "version": "0.49.1",
       "workspaces": [
         "react-app",
         "module/*"
@@ -30,10 +30,10 @@
     },
     "module/codemirror-promql": {
       "name": "@prometheus-io/codemirror-promql",
-      "version": "0.48.0",
+      "version": "0.49.1",
       "license": "Apache-2.0",
       "dependencies": {
-        "@prometheus-io/lezer-promql": "0.48.0",
+        "@prometheus-io/lezer-promql": "0.49.1",
         "lru-cache": "^7.18.3"
       },
       "devDependencies": {
@@ -62,15 +62,14 @@
     },
     "module/codemirror-promql/node_modules/lru-cache": {
       "version": "7.18.3",
-      "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-7.18.3.tgz",
-      "integrity": "sha512-jumlc0BIUrS3qJGgIkWZsyfAM7NCWiBcCDhnd+3NNM5KbBmLTgHVfWBcg6W+rLUsIpzpERPsvwUP7CckAQSOoA==",
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-      "version": "0.1.0",
-      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
-      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
-      "dev": true
-    }
   }
 }
diff --git a/web/ui/package.json b/web/ui/package.json
index 7212ccacba5..026c1663b3e 100644
--- a/web/ui/package.json
+++ b/web/ui/package.json
@@ -28,5 +28,5 @@
     "ts-jest": "^29.1.1",
     "typescript": "^4.9.5"
   },
-  "version": "0.48.0"
+  "version": "0.49.1"
 }
diff --git a/web/ui/react-app/package.json b/web/ui/react-app/package.json
index 46deeefc0b8..33fccf5c7c0 100644
--- a/web/ui/react-app/package.json
+++ b/web/ui/react-app/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@prometheus-io/app",
-  "version": "0.48.0",
+  "version": "0.49.1",
   "private": true,
   "dependencies": {
     "@codemirror/autocomplete": "^6.11.1",
@@ -19,7 +19,7 @@
     "@lezer/lr": "^1.3.14",
     "@nexucis/fuzzy": "^0.4.1",
     "@nexucis/kvsearch": "^0.8.1",
-    "@prometheus-io/codemirror-promql": "0.48.0",
+    "@prometheus-io/codemirror-promql": "0.49.1",
     "bootstrap": "^4.6.2",
     "css.escape": "^1.5.1",
     "downshift": "^7.6.2",
diff --git a/web/ui/react-app/src/pages/graph/DataTable.tsx b/web/ui/react-app/src/pages/graph/DataTable.tsx
index 901d7bb48d7..1885c7a80f6 100644
--- a/web/ui/react-app/src/pages/graph/DataTable.tsx
+++ b/web/ui/react-app/src/pages/graph/DataTable.tsx
@@ -24,7 +24,7 @@ export interface DataTableProps {
       }
     | {
         resultType: 'string';
-        result: string;
+        result: SampleValue;
       };
   useLocalTime: boolean;
 }
diff --git a/web/ui/react-app/src/pages/graph/GraphHeatmapHelpers.ts b/web/ui/react-app/src/pages/graph/GraphHeatmapHelpers.ts
index d564959cb80..d8b249c308f 100644
--- a/web/ui/react-app/src/pages/graph/GraphHeatmapHelpers.ts
+++ b/web/ui/react-app/src/pages/graph/GraphHeatmapHelpers.ts
@@ -1,10 +1,12 @@
+import { DataTableProps } from './DataTable';
 import { GraphProps, GraphSeries } from './Graph';
 
-export function isHeatmapData(data: GraphProps['data']) {
-  if (!data?.result?.length || data?.result?.length < 2) {
+export function isHeatmapData(data: DataTableProps['data']) {
+  if (data?.resultType === 'scalar' || data?.resultType === 'string' || !data?.result?.length || data?.result?.length < 2) {
     return false;
   }
-  const result = data.result;
+  // Type assertion to prevent TS2349 error.
+  const result = data.result as GraphProps['data']['result'];
   const firstLabels = Object.keys(result[0].metric).filter((label) => label !== 'le');
   return result.every(({ metric }) => {
     const labels = Object.keys(metric).filter((label) => label !== 'le');
diff --git a/web/ui/react-app/src/pages/graph/Panel.tsx b/web/ui/react-app/src/pages/graph/Panel.tsx
index 501ab67c940..f60812a5031 100644
--- a/web/ui/react-app/src/pages/graph/Panel.tsx
+++ b/web/ui/react-app/src/pages/graph/Panel.tsx
@@ -194,7 +194,8 @@ class Panel extends Component<PanelProps, PanelState> {
       }
 
       const isHeatmap = isHeatmapData(query.data);
-      if (!isHeatmap) {
+      const isHeatmapDisplayMode = this.props.options.displayMode === GraphDisplayMode.Heatmap;
+      if (!isHeatmap && isHeatmapDisplayMode) {
         this.setOptions({ displayMode: GraphDisplayMode.Lines });
       }
 
diff --git a/web/ui/ui.go b/web/ui/ui.go
index 99ae34e5d23..2585951d4d5 100644
--- a/web/ui/ui.go
+++ b/web/ui/ui.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build !builtinassets
-// +build !builtinassets
 
 package ui
 


Test patch:
diff --git a/cmd/prometheus/main_unix_test.go b/cmd/prometheus/main_unix_test.go
index 7224e25d708..417d062d66a 100644
--- a/cmd/prometheus/main_unix_test.go
+++ b/cmd/prometheus/main_unix_test.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 //
 //go:build !windows
-// +build !windows
 
 package main
 
diff --git a/cmd/promtool/analyze_test.go b/cmd/promtool/analyze_test.go
new file mode 100644
index 00000000000..83d2ac4a3db
--- /dev/null
+++ b/cmd/promtool/analyze_test.go
@@ -0,0 +1,170 @@
+// Copyright 2023 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package main
+
+import (
+	"fmt"
+	"testing"
+
+	"github.com/stretchr/testify/require"
+
+	"github.com/prometheus/common/model"
+)
+
+var (
+	exampleMatrix = model.Matrix{
+		&model.SampleStream{
+			Metric: model.Metric{
+				"le": "+Inf",
+			},
+			Values: []model.SamplePair{
+				{
+					Value:     31,
+					Timestamp: 100,
+				},
+				{
+					Value:     32,
+					Timestamp: 200,
+				},
+				{
+					Value:     40,
+					Timestamp: 300,
+				},
+			},
+		},
+		&model.SampleStream{
+			Metric: model.Metric{
+				"le": "0.5",
+			},
+			Values: []model.SamplePair{
+				{
+					Value:     10,
+					Timestamp: 100,
+				},
+				{
+					Value:     11,
+					Timestamp: 200,
+				},
+				{
+					Value:     11,
+					Timestamp: 300,
+				},
+			},
+		},
+		&model.SampleStream{
+			Metric: model.Metric{
+				"le": "10",
+			},
+			Values: []model.SamplePair{
+				{
+					Value:     30,
+					Timestamp: 100,
+				},
+				{
+					Value:     31,
+					Timestamp: 200,
+				},
+				{
+					Value:     37,
+					Timestamp: 300,
+				},
+			},
+		},
+		&model.SampleStream{
+			Metric: model.Metric{
+				"le": "2",
+			},
+			Values: []model.SamplePair{
+				{
+					Value:     25,
+					Timestamp: 100,
+				},
+				{
+					Value:     26,
+					Timestamp: 200,
+				},
+				{
+					Value:     27,
+					Timestamp: 300,
+				},
+			},
+		},
+	}
+	exampleMatrixLength = len(exampleMatrix)
+)
+
+func init() {
+	sortMatrix(exampleMatrix)
+}
+
+func TestGetBucketCountsAtTime(t *testing.T) {
+	cases := []struct {
+		matrix   model.Matrix
+		length   int
+		timeIdx  int
+		expected []int
+	}{
+		{
+			exampleMatrix,
+			exampleMatrixLength,
+			0,
+			[]int{10, 15, 5, 1},
+		},
+		{
+			exampleMatrix,
+			exampleMatrixLength,
+			1,
+			[]int{11, 15, 5, 1},
+		},
+		{
+			exampleMatrix,
+			exampleMatrixLength,
+			2,
+			[]int{11, 16, 10, 3},
+		},
+	}
+
+	for _, c := range cases {
+		t.Run(fmt.Sprintf("exampleMatrix@%d", c.timeIdx), func(t *testing.T) {
+			res, err := getBucketCountsAtTime(c.matrix, c.length, c.timeIdx)
+			require.NoError(t, err)
+			require.Equal(t, c.expected, res)
+		})
+	}
+}
+
+func TestCalcClassicBucketStatistics(t *testing.T) {
+	cases := []struct {
+		matrix   model.Matrix
+		expected *statistics
+	}{
+		{
+			exampleMatrix,
+			&statistics{
+				minPop: 4,
+				avgPop: 4,
+				maxPop: 4,
+				total:  4,
+			},
+		},
+	}
+
+	for i, c := range cases {
+		t.Run(fmt.Sprintf("case %d", i), func(t *testing.T) {
+			res, err := calcClassicBucketStatistics(c.matrix)
+			require.NoError(t, err)
+			require.Equal(t, c.expected, res)
+		})
+	}
+}
diff --git a/cmd/promtool/testdata/dump-test-1.prom b/cmd/promtool/testdata/dump-test-1.prom
new file mode 100644
index 00000000000..878cdecab8a
--- /dev/null
+++ b/cmd/promtool/testdata/dump-test-1.prom
@@ -0,0 +1,15 @@
+{__name__="heavy_metric", foo="bar"} 5 0
+{__name__="heavy_metric", foo="bar"} 4 60000
+{__name__="heavy_metric", foo="bar"} 3 120000
+{__name__="heavy_metric", foo="bar"} 2 180000
+{__name__="heavy_metric", foo="bar"} 1 240000
+{__name__="heavy_metric", foo="foo"} 5 0
+{__name__="heavy_metric", foo="foo"} 4 60000
+{__name__="heavy_metric", foo="foo"} 3 120000
+{__name__="heavy_metric", foo="foo"} 2 180000
+{__name__="heavy_metric", foo="foo"} 1 240000
+{__name__="metric", baz="abc", foo="bar"} 1 0
+{__name__="metric", baz="abc", foo="bar"} 2 60000
+{__name__="metric", baz="abc", foo="bar"} 3 120000
+{__name__="metric", baz="abc", foo="bar"} 4 180000
+{__name__="metric", baz="abc", foo="bar"} 5 240000
diff --git a/cmd/promtool/testdata/dump-test-2.prom b/cmd/promtool/testdata/dump-test-2.prom
new file mode 100644
index 00000000000..4ac2ffa5aec
--- /dev/null
+++ b/cmd/promtool/testdata/dump-test-2.prom
@@ -0,0 +1,10 @@
+{__name__="heavy_metric", foo="foo"} 5 0
+{__name__="heavy_metric", foo="foo"} 4 60000
+{__name__="heavy_metric", foo="foo"} 3 120000
+{__name__="heavy_metric", foo="foo"} 2 180000
+{__name__="heavy_metric", foo="foo"} 1 240000
+{__name__="metric", baz="abc", foo="bar"} 1 0
+{__name__="metric", baz="abc", foo="bar"} 2 60000
+{__name__="metric", baz="abc", foo="bar"} 3 120000
+{__name__="metric", baz="abc", foo="bar"} 4 180000
+{__name__="metric", baz="abc", foo="bar"} 5 240000
diff --git a/cmd/promtool/testdata/dump-test-3.prom b/cmd/promtool/testdata/dump-test-3.prom
new file mode 100644
index 00000000000..faa278101ed
--- /dev/null
+++ b/cmd/promtool/testdata/dump-test-3.prom
@@ -0,0 +1,2 @@
+{__name__="metric", baz="abc", foo="bar"} 2 60000
+{__name__="metric", baz="abc", foo="bar"} 3 120000
diff --git a/cmd/promtool/tsdb_test.go b/cmd/promtool/tsdb_test.go
index 0f0040cd3dc..aeb51a07e03 100644
--- a/cmd/promtool/tsdb_test.go
+++ b/cmd/promtool/tsdb_test.go
@@ -14,9 +14,18 @@
 package main
 
 import (
+	"bytes"
+	"context"
+	"io"
+	"math"
+	"os"
+	"runtime"
+	"strings"
 	"testing"
 
 	"github.com/stretchr/testify/require"
+
+	"github.com/prometheus/prometheus/promql"
 )
 
 func TestGenerateBucket(t *testing.T) {
@@ -41,3 +50,101 @@ func TestGenerateBucket(t *testing.T) {
 		require.Equal(t, tc.step, step)
 	}
 }
+
+// getDumpedSamples dumps samples and returns them.
+func getDumpedSamples(t *testing.T, path string, mint, maxt int64, match []string) string {
+	t.Helper()
+
+	oldStdout := os.Stdout
+	r, w, _ := os.Pipe()
+	os.Stdout = w
+
+	err := dumpSamples(
+		context.Background(),
+		path,
+		mint,
+		maxt,
+		match,
+	)
+	require.NoError(t, err)
+
+	w.Close()
+	os.Stdout = oldStdout
+
+	var buf bytes.Buffer
+	io.Copy(&buf, r)
+	return buf.String()
+}
+
+func TestTSDBDump(t *testing.T) {
+	storage := promql.LoadedStorage(t, `
+		load 1m
+			metric{foo="bar", baz="abc"} 1 2 3 4 5
+			heavy_metric{foo="bar"} 5 4 3 2 1
+			heavy_metric{foo="foo"} 5 4 3 2 1
+	`)
+
+	tests := []struct {
+		name         string
+		mint         int64
+		maxt         int64
+		match        []string
+		expectedDump string
+	}{
+		{
+			name:         "default match",
+			mint:         math.MinInt64,
+			maxt:         math.MaxInt64,
+			match:        []string{"{__name__=~'(?s:.*)'}"},
+			expectedDump: "testdata/dump-test-1.prom",
+		},
+		{
+			name:         "same matcher twice",
+			mint:         math.MinInt64,
+			maxt:         math.MaxInt64,
+			match:        []string{"{foo=~'.+'}", "{foo=~'.+'}"},
+			expectedDump: "testdata/dump-test-1.prom",
+		},
+		{
+			name:         "no duplication",
+			mint:         math.MinInt64,
+			maxt:         math.MaxInt64,
+			match:        []string{"{__name__=~'(?s:.*)'}", "{baz='abc'}"},
+			expectedDump: "testdata/dump-test-1.prom",
+		},
+		{
+			name:         "well merged",
+			mint:         math.MinInt64,
+			maxt:         math.MaxInt64,
+			match:        []string{"{__name__='heavy_metric'}", "{baz='abc'}"},
+			expectedDump: "testdata/dump-test-1.prom",
+		},
+		{
+			name:         "multi matchers",
+			mint:         math.MinInt64,
+			maxt:         math.MaxInt64,
+			match:        []string{"{__name__='heavy_metric',foo='foo'}", "{__name__='metric'}"},
+			expectedDump: "testdata/dump-test-2.prom",
+		},
+		{
+			name:         "with reduced mint and maxt",
+			mint:         int64(60000),
+			maxt:         int64(120000),
+			match:        []string{"{__name__='metric'}"},
+			expectedDump: "testdata/dump-test-3.prom",
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			dumpedMetrics := getDumpedSamples(t, storage.Dir(), tt.mint, tt.maxt, tt.match)
+			expectedMetrics, err := os.ReadFile(tt.expectedDump)
+			require.NoError(t, err)
+			if strings.Contains(runtime.GOOS, "windows") {
+				// We use "/n" while dumping on windows as well.
+				expectedMetrics = bytes.ReplaceAll(expectedMetrics, []byte("\r\n"), []byte("\n"))
+			}
+			// even though in case of one matcher samples are not sorted, the order in the cases above should stay the same.
+			require.Equal(t, string(expectedMetrics), dumpedMetrics)
+		})
+	}
+}
diff --git a/cmd/promtool/unittest.go b/cmd/promtool/unittest.go
index a25a8596d42..a89288c44a4 100644
--- a/cmd/promtool/unittest.go
+++ b/cmd/promtool/unittest.go
@@ -15,6 +15,7 @@ package main
 
 import (
 	"context"
+	"encoding/json"
 	"errors"
 	"fmt"
 	"os"
@@ -27,6 +28,7 @@ import (
 
 	"github.com/go-kit/log"
 	"github.com/grafana/regexp"
+	"github.com/nsf/jsondiff"
 	"github.com/prometheus/common/model"
 	"gopkg.in/yaml.v2"
 
@@ -40,7 +42,7 @@ import (
 
 // RulesUnitTest does unit testing of rules based on the unit testing files provided.
 // More info about the file format can be found in the docs.
-func RulesUnitTest(queryOpts promql.LazyLoaderOpts, runStrings []string, files ...string) int {
+func RulesUnitTest(queryOpts promql.LazyLoaderOpts, runStrings []string, diffFlag bool, files ...string) int {
 	failed := false
 
 	var run *regexp.Regexp
@@ -49,7 +51,7 @@ func RulesUnitTest(queryOpts promql.LazyLoaderOpts, runStrings []string, files .
 	}
 
 	for _, f := range files {
-		if errs := ruleUnitTest(f, queryOpts, run); errs != nil {
+		if errs := ruleUnitTest(f, queryOpts, run, diffFlag); errs != nil {
 			fmt.Fprintln(os.Stderr, "  FAILED:")
 			for _, e := range errs {
 				fmt.Fprintln(os.Stderr, e.Error())
@@ -67,7 +69,7 @@ func RulesUnitTest(queryOpts promql.LazyLoaderOpts, runStrings []string, files .
 	return successExitCode
 }
 
-func ruleUnitTest(filename string, queryOpts promql.LazyLoaderOpts, run *regexp.Regexp) []error {
+func ruleUnitTest(filename string, queryOpts promql.LazyLoaderOpts, run *regexp.Regexp, diffFlag bool) []error {
 	fmt.Println("Unit Testing: ", filename)
 
 	b, err := os.ReadFile(filename)
@@ -109,7 +111,7 @@ func ruleUnitTest(filename string, queryOpts promql.LazyLoaderOpts, run *regexp.
 		if t.Interval == 0 {
 			t.Interval = unitTestInp.EvaluationInterval
 		}
-		ers := t.test(evalInterval, groupOrderMap, queryOpts, unitTestInp.RuleFiles...)
+		ers := t.test(evalInterval, groupOrderMap, queryOpts, diffFlag, unitTestInp.RuleFiles...)
 		if ers != nil {
 			errs = append(errs, ers...)
 		}
@@ -173,7 +175,7 @@ type testGroup struct {
 }
 
 // test performs the unit tests.
-func (tg *testGroup) test(evalInterval time.Duration, groupOrderMap map[string]int, queryOpts promql.LazyLoaderOpts, ruleFiles ...string) []error {
+func (tg *testGroup) test(evalInterval time.Duration, groupOrderMap map[string]int, queryOpts promql.LazyLoaderOpts, diffFlag bool, ruleFiles ...string) []error {
 	// Setup testing suite.
 	suite, err := promql.NewLazyLoader(nil, tg.seriesLoadingString(), queryOpts)
 	if err != nil {
@@ -345,8 +347,44 @@ func (tg *testGroup) test(evalInterval time.Duration, groupOrderMap map[string]i
 					}
 					expString := indentLines(expAlerts.String(), "            ")
 					gotString := indentLines(gotAlerts.String(), "            ")
-					errs = append(errs, fmt.Errorf("%s    alertname: %s, time: %s, \n        exp:%v, \n        got:%v",
-						testName, testcase.Alertname, testcase.EvalTime.String(), expString, gotString))
+					if diffFlag {
+						// If empty, populates an empty value
+						if gotAlerts.Len() == 0 {
+							gotAlerts = append(gotAlerts, labelAndAnnotation{
+								Labels:      labels.Labels{},
+								Annotations: labels.Labels{},
+							})
+						}
+						// If empty, populates an empty value
+						if expAlerts.Len() == 0 {
+							expAlerts = append(expAlerts, labelAndAnnotation{
+								Labels:      labels.Labels{},
+								Annotations: labels.Labels{},
+							})
+						}
+
+						diffOpts := jsondiff.DefaultConsoleOptions()
+						expAlertsJSON, err := json.Marshal(expAlerts)
+						if err != nil {
+							errs = append(errs, fmt.Errorf("error marshaling expected %s alert: [%s]", tg.TestGroupName, err.Error()))
+							continue
+						}
+
+						gotAlertsJSON, err := json.Marshal(gotAlerts)
+						if err != nil {
+							errs = append(errs, fmt.Errorf("error marshaling received %s alert: [%s]", tg.TestGroupName, err.Error()))
+							continue
+						}
+
+						res, diff := jsondiff.Compare(expAlertsJSON, gotAlertsJSON, &diffOpts)
+						if res != jsondiff.FullMatch {
+							errs = append(errs, fmt.Errorf("%s    alertname: %s, time: %s, \n        diff: %v",
+								testName, testcase.Alertname, testcase.EvalTime.String(), indentLines(diff, "            ")))
+						}
+					} else {
+						errs = append(errs, fmt.Errorf("%s    alertname: %s, time: %s, \n        exp:%v, \n        got:%v",
+							testName, testcase.Alertname, testcase.EvalTime.String(), expString, gotString))
+					}
 				}
 			}
 
diff --git a/cmd/promtool/unittest_test.go b/cmd/promtool/unittest_test.go
index fb4012e3c14..b8170d784e4 100644
--- a/cmd/promtool/unittest_test.go
+++ b/cmd/promtool/unittest_test.go
@@ -125,7 +125,7 @@ func TestRulesUnitTest(t *testing.T) {
 	}
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			if got := RulesUnitTest(tt.queryOpts, nil, tt.args.files...); got != tt.want {
+			if got := RulesUnitTest(tt.queryOpts, nil, false, tt.args.files...); got != tt.want {
 				t.Errorf("RulesUnitTest() = %v, want %v", got, tt.want)
 			}
 		})
@@ -178,7 +178,7 @@ func TestRulesUnitTestRun(t *testing.T) {
 	}
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			if got := RulesUnitTest(tt.queryOpts, tt.args.run, tt.args.files...); got != tt.want {
+			if got := RulesUnitTest(tt.queryOpts, tt.args.run, false, tt.args.files...); got != tt.want {
 				t.Errorf("RulesUnitTest() = %v, want %v", got, tt.want)
 			}
 		})
diff --git a/config/config_default_test.go b/config/config_default_test.go
index f5333f4c883..26623590d96 100644
--- a/config/config_default_test.go
+++ b/config/config_default_test.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build !windows
-// +build !windows
 
 package config
 
diff --git a/discovery/consul/consul_test.go b/discovery/consul/consul_test.go
index 97cb8fbc9dc..040040ae972 100644
--- a/discovery/consul/consul_test.go
+++ b/discovery/consul/consul_test.go
@@ -29,6 +29,7 @@ import (
 	"go.uber.org/goleak"
 	"gopkg.in/yaml.v2"
 
+	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
@@ -36,11 +37,25 @@ func TestMain(m *testing.M) {
 	goleak.VerifyTestMain(m)
 }
 
+// TODO: Add ability to unregister metrics?
+func NewTestMetrics(t *testing.T, conf discovery.Config, reg prometheus.Registerer) discovery.DiscovererMetrics {
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	require.NoError(t, refreshMetrics.Register())
+
+	metrics := conf.NewDiscovererMetrics(prometheus.NewRegistry(), refreshMetrics)
+	require.NoError(t, metrics.Register())
+
+	return metrics
+}
+
 func TestConfiguredService(t *testing.T) {
 	conf := &SDConfig{
 		Services: []string{"configuredServiceName"},
 	}
-	consulDiscovery, err := NewDiscovery(conf, nil, prometheus.NewRegistry())
+
+	metrics := NewTestMetrics(t, conf, prometheus.NewRegistry())
+
+	consulDiscovery, err := NewDiscovery(conf, nil, metrics)
 	if err != nil {
 		t.Errorf("Unexpected error when initializing discovery %v", err)
 	}
@@ -57,7 +72,10 @@ func TestConfiguredServiceWithTag(t *testing.T) {
 		Services:    []string{"configuredServiceName"},
 		ServiceTags: []string{"http"},
 	}
-	consulDiscovery, err := NewDiscovery(conf, nil, prometheus.NewRegistry())
+
+	metrics := NewTestMetrics(t, conf, prometheus.NewRegistry())
+
+	consulDiscovery, err := NewDiscovery(conf, nil, metrics)
 	if err != nil {
 		t.Errorf("Unexpected error when initializing discovery %v", err)
 	}
@@ -152,7 +170,9 @@ func TestConfiguredServiceWithTags(t *testing.T) {
 	}
 
 	for _, tc := range cases {
-		consulDiscovery, err := NewDiscovery(tc.conf, nil, prometheus.NewRegistry())
+		metrics := NewTestMetrics(t, tc.conf, prometheus.NewRegistry())
+
+		consulDiscovery, err := NewDiscovery(tc.conf, nil, metrics)
 		if err != nil {
 			t.Errorf("Unexpected error when initializing discovery %v", err)
 		}
@@ -160,13 +180,15 @@ func TestConfiguredServiceWithTags(t *testing.T) {
 		if ret != tc.shouldWatch {
 			t.Errorf("Expected should watch? %t, got %t. Watched service and tags: %s %+v, input was %s %+v", tc.shouldWatch, ret, tc.conf.Services, tc.conf.ServiceTags, tc.serviceName, tc.serviceTags)
 		}
-
 	}
 }
 
 func TestNonConfiguredService(t *testing.T) {
 	conf := &SDConfig{}
-	consulDiscovery, err := NewDiscovery(conf, nil, prometheus.NewRegistry())
+
+	metrics := NewTestMetrics(t, conf, prometheus.NewRegistry())
+
+	consulDiscovery, err := NewDiscovery(conf, nil, metrics)
 	if err != nil {
 		t.Errorf("Unexpected error when initializing discovery %v", err)
 	}
@@ -263,7 +285,10 @@ func newServer(t *testing.T) (*httptest.Server, *SDConfig) {
 
 func newDiscovery(t *testing.T, config *SDConfig) *Discovery {
 	logger := log.NewNopLogger()
-	d, err := NewDiscovery(config, logger, prometheus.NewRegistry())
+
+	metrics := NewTestMetrics(t, config, prometheus.NewRegistry())
+
+	d, err := NewDiscovery(config, logger, metrics)
 	require.NoError(t, err)
 	return d
 }
diff --git a/discovery/digitalocean/digitalocean_test.go b/discovery/digitalocean/digitalocean_test.go
index a959b312c10..841b5ef977a 100644
--- a/discovery/digitalocean/digitalocean_test.go
+++ b/discovery/digitalocean/digitalocean_test.go
@@ -23,6 +23,8 @@ import (
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
+
+	"github.com/prometheus/prometheus/discovery"
 )
 
 type DigitalOceanSDTestSuite struct {
@@ -47,7 +49,15 @@ func TestDigitalOceanSDRefresh(t *testing.T) {
 
 	cfg := DefaultSDConfig
 	cfg.HTTPClientConfig.BearerToken = tokenID
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 	endpoint, err := url.Parse(sdmock.Mock.Endpoint())
 	require.NoError(t, err)
diff --git a/discovery/dns/dns_test.go b/discovery/dns/dns_test.go
index b8dd2efaac4..33a976827d3 100644
--- a/discovery/dns/dns_test.go
+++ b/discovery/dns/dns_test.go
@@ -28,6 +28,7 @@ import (
 	"go.uber.org/goleak"
 	"gopkg.in/yaml.v2"
 
+	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
@@ -253,13 +254,21 @@ func TestDNS(t *testing.T) {
 		tc := tc
 		t.Run(tc.name, func(t *testing.T) {
 			t.Parallel()
-			sd, err := NewDiscovery(tc.config, nil, prometheus.NewRegistry())
+
+			reg := prometheus.NewRegistry()
+			refreshMetrics := discovery.NewRefreshMetrics(reg)
+			metrics := tc.config.NewDiscovererMetrics(reg, refreshMetrics)
+			require.NoError(t, metrics.Register())
+
+			sd, err := NewDiscovery(tc.config, nil, metrics)
 			require.NoError(t, err)
 			sd.lookupFn = tc.lookup
 
 			tgs, err := sd.refresh(context.Background())
 			require.NoError(t, err)
 			require.Equal(t, tc.expected, tgs)
+
+			metrics.Unregister()
 		})
 	}
 }
diff --git a/discovery/eureka/eureka_test.go b/discovery/eureka/eureka_test.go
index 1fe3c710e18..b499410bfcc 100644
--- a/discovery/eureka/eureka_test.go
+++ b/discovery/eureka/eureka_test.go
@@ -24,6 +24,7 @@ import (
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
 
+	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
@@ -36,7 +37,17 @@ func testUpdateServices(respHandler http.HandlerFunc) ([]*targetgroup.Group, err
 		Server: ts.URL,
 	}
 
-	md, err := NewDiscovery(&conf, nil, prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := conf.NewDiscovererMetrics(reg, refreshMetrics)
+	err := metrics.Register()
+	if err != nil {
+		return nil, err
+	}
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	md, err := NewDiscovery(&conf, nil, metrics)
 	if err != nil {
 		return nil, err
 	}
diff --git a/discovery/file/file_test.go b/discovery/file/file_test.go
index c138fc8a95e..8a505708997 100644
--- a/discovery/file/file_test.go
+++ b/discovery/file/file_test.go
@@ -29,6 +29,7 @@ import (
 	"github.com/stretchr/testify/require"
 	"go.uber.org/goleak"
 
+	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
@@ -144,19 +145,28 @@ func (t *testRunner) run(files ...string) {
 	ctx, cancel := context.WithCancel(context.Background())
 	t.cancelSD = cancel
 	go func() {
+		conf := &SDConfig{
+			Files: files,
+			// Setting a high refresh interval to make sure that the tests only
+			// rely on file watches.
+			RefreshInterval: model.Duration(1 * time.Hour),
+		}
+
+		reg := prometheus.NewRegistry()
+		refreshMetrics := discovery.NewRefreshMetrics(reg)
+		metrics := conf.NewDiscovererMetrics(reg, refreshMetrics)
+		require.NoError(t, metrics.Register())
+
 		d, err := NewDiscovery(
-			&SDConfig{
-				Files: files,
-				// Setting a high refresh interval to make sure that the tests only
-				// rely on file watches.
-				RefreshInterval: model.Duration(1 * time.Hour),
-			},
+			conf,
 			nil,
-			prometheus.NewRegistry(),
+			metrics,
 		)
 		require.NoError(t, err)
 
 		d.Run(ctx, t.ch)
+
+		metrics.Unregister()
 	}()
 }
 
@@ -193,9 +203,10 @@ func (t *testRunner) targets() []*targetgroup.Group {
 func (t *testRunner) requireUpdate(ref time.Time, expected []*targetgroup.Group) {
 	t.Helper()
 
+	timeout := time.After(defaultWait)
 	for {
 		select {
-		case <-time.After(defaultWait):
+		case <-timeout:
 			t.Fatalf("Expected update but got none")
 			return
 		case <-time.After(defaultWait / 10):
diff --git a/discovery/http/http_test.go b/discovery/http/http_test.go
index 164719e900a..0cafe035dc3 100644
--- a/discovery/http/http_test.go
+++ b/discovery/http/http_test.go
@@ -28,6 +28,7 @@ import (
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
 
+	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
@@ -41,7 +42,14 @@ func TestHTTPValidRefresh(t *testing.T) {
 		RefreshInterval:  model.Duration(30 * time.Second),
 	}
 
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), nil, prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	defer refreshMetrics.Unregister()
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), nil, metrics)
 	require.NoError(t, err)
 
 	ctx := context.Background()
@@ -63,7 +71,7 @@ func TestHTTPValidRefresh(t *testing.T) {
 		},
 	}
 	require.Equal(t, expectedTargets, tgs)
-	require.Equal(t, 0.0, getFailureCount(d.failuresCount))
+	require.Equal(t, 0.0, getFailureCount(d.metrics.failuresCount))
 }
 
 func TestHTTPInvalidCode(t *testing.T) {
@@ -79,13 +87,20 @@ func TestHTTPInvalidCode(t *testing.T) {
 		RefreshInterval:  model.Duration(30 * time.Second),
 	}
 
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), nil, prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	defer refreshMetrics.Unregister()
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), nil, metrics)
 	require.NoError(t, err)
 
 	ctx := context.Background()
 	_, err = d.Refresh(ctx)
 	require.EqualError(t, err, "server returned HTTP status 400 Bad Request")
-	require.Equal(t, 1.0, getFailureCount(d.failuresCount))
+	require.Equal(t, 1.0, getFailureCount(d.metrics.failuresCount))
 }
 
 func TestHTTPInvalidFormat(t *testing.T) {
@@ -101,13 +116,20 @@ func TestHTTPInvalidFormat(t *testing.T) {
 		RefreshInterval:  model.Duration(30 * time.Second),
 	}
 
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), nil, prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	defer refreshMetrics.Unregister()
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), nil, metrics)
 	require.NoError(t, err)
 
 	ctx := context.Background()
 	_, err = d.Refresh(ctx)
 	require.EqualError(t, err, `unsupported content type "text/plain; charset=utf-8"`)
-	require.Equal(t, 1.0, getFailureCount(d.failuresCount))
+	require.Equal(t, 1.0, getFailureCount(d.metrics.failuresCount))
 }
 
 func getFailureCount(failuresCount prometheus.Counter) float64 {
@@ -412,7 +434,15 @@ func TestSourceDisappeared(t *testing.T) {
 		URL:              ts.URL,
 		RefreshInterval:  model.Duration(1 * time.Second),
 	}
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), nil, prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	defer refreshMetrics.Unregister()
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), nil, metrics)
 	require.NoError(t, err)
 	for _, test := range cases {
 		ctx := context.Background()
diff --git a/discovery/kubernetes/endpoints_test.go b/discovery/kubernetes/endpoints_test.go
index cf7fd9aee05..e877657dbad 100644
--- a/discovery/kubernetes/endpoints_test.go
+++ b/discovery/kubernetes/endpoints_test.go
@@ -969,3 +969,123 @@ func TestEndpointsDiscoveryEmptyPodStatus(t *testing.T) {
 		expectedRes:      map[string]*targetgroup.Group{},
 	}.Run(t)
 }
+
+// TestEndpointsUpdatePod makes sure that Endpoints discovery detects underlying Pods changes.
+// See https://github.com/prometheus/prometheus/issues/11305 for more details.
+func TestEndpointsDiscoveryUpdatePod(t *testing.T) {
+	pod := &v1.Pod{
+		ObjectMeta: metav1.ObjectMeta{
+			Name:      "testpod",
+			Namespace: "default",
+			UID:       types.UID("deadbeef"),
+		},
+		Spec: v1.PodSpec{
+			NodeName: "testnode",
+			Containers: []v1.Container{
+				{
+					Name:  "c1",
+					Image: "c1:latest",
+					Ports: []v1.ContainerPort{
+						{
+							Name:          "mainport",
+							ContainerPort: 9000,
+							Protocol:      v1.ProtocolTCP,
+						},
+					},
+				},
+			},
+		},
+		Status: v1.PodStatus{
+			// Pod is in Pending phase when discovered for first time.
+			Phase: "Pending",
+			Conditions: []v1.PodCondition{
+				{
+					Type:   v1.PodReady,
+					Status: v1.ConditionFalse,
+				},
+			},
+			HostIP: "2.3.4.5",
+			PodIP:  "4.3.2.1",
+		},
+	}
+	objs := []runtime.Object{
+		&v1.Endpoints{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:      "testendpoints",
+				Namespace: "default",
+			},
+			Subsets: []v1.EndpointSubset{
+				{
+					Addresses: []v1.EndpointAddress{
+						{
+							IP: "4.3.2.1",
+							// The Pending Pod may be included because the Endpoints was created manually.
+							// Or because the corresponding service has ".spec.publishNotReadyAddresses: true".
+							TargetRef: &v1.ObjectReference{
+								Kind:      "Pod",
+								Name:      "testpod",
+								Namespace: "default",
+							},
+						},
+					},
+					Ports: []v1.EndpointPort{
+						{
+							Name:     "mainport",
+							Port:     9000,
+							Protocol: v1.ProtocolTCP,
+						},
+					},
+				},
+			},
+		},
+		pod,
+	}
+	n, c := makeDiscovery(RoleEndpoint, NamespaceDiscovery{}, objs...)
+
+	k8sDiscoveryTest{
+		discovery: n,
+		afterStart: func() {
+			// the Pod becomes Ready.
+			pod.Status.Phase = "Running"
+			pod.Status.Conditions = []v1.PodCondition{
+				{
+					Type:   v1.PodReady,
+					Status: v1.ConditionTrue,
+				},
+			}
+			c.CoreV1().Pods(pod.Namespace).Update(context.Background(), pod, metav1.UpdateOptions{})
+		},
+		expectedMaxItems: 2,
+		expectedRes: map[string]*targetgroup.Group{
+			"endpoints/default/testendpoints": {
+				Targets: []model.LabelSet{
+					{
+						"__address__":                                    "4.3.2.1:9000",
+						"__meta_kubernetes_endpoint_port_name":           "mainport",
+						"__meta_kubernetes_endpoint_port_protocol":       "TCP",
+						"__meta_kubernetes_endpoint_ready":               "true",
+						"__meta_kubernetes_endpoint_address_target_kind": "Pod",
+						"__meta_kubernetes_endpoint_address_target_name": "testpod",
+						"__meta_kubernetes_pod_name":                     "testpod",
+						"__meta_kubernetes_pod_ip":                       "4.3.2.1",
+						"__meta_kubernetes_pod_ready":                    "true",
+						"__meta_kubernetes_pod_phase":                    "Running",
+						"__meta_kubernetes_pod_node_name":                "testnode",
+						"__meta_kubernetes_pod_host_ip":                  "2.3.4.5",
+						"__meta_kubernetes_pod_container_name":           "c1",
+						"__meta_kubernetes_pod_container_image":          "c1:latest",
+						"__meta_kubernetes_pod_container_port_name":      "mainport",
+						"__meta_kubernetes_pod_container_port_number":    "9000",
+						"__meta_kubernetes_pod_container_port_protocol":  "TCP",
+						"__meta_kubernetes_pod_uid":                      "deadbeef",
+					},
+				},
+				Labels: model.LabelSet{
+					"__meta_kubernetes_namespace":      "default",
+					"__meta_kubernetes_endpoints_name": "testendpoints",
+				},
+				Source: "endpoints/default/testendpoints",
+			},
+		},
+	}.Run(t)
+}
diff --git a/discovery/kubernetes/kubernetes_test.go b/discovery/kubernetes/kubernetes_test.go
index 71c937e944a..4071ebc34ed 100644
--- a/discovery/kubernetes/kubernetes_test.go
+++ b/discovery/kubernetes/kubernetes_test.go
@@ -51,24 +51,29 @@ func makeDiscoveryWithVersion(role Role, nsDiscovery NamespaceDiscovery, k8sVer
 	fakeDiscovery, _ := clientset.Discovery().(*fakediscovery.FakeDiscovery)
 	fakeDiscovery.FakedServerVersion = &version.Info{GitVersion: k8sVer}
 
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := newDiscovererMetrics(reg, refreshMetrics)
+	err := metrics.Register()
+	if err != nil {
+		panic(err)
+	}
+	// TODO(ptodev): Unregister the metrics at the end of the test.
+
+	kubeMetrics, ok := metrics.(*kubernetesMetrics)
+	if !ok {
+		panic("invalid discovery metrics type")
+	}
+
 	d := &Discovery{
 		client:             clientset,
 		logger:             log.NewNopLogger(),
 		role:               role,
 		namespaceDiscovery: &nsDiscovery,
 		ownNamespace:       "own-ns",
-		eventCount: prometheus.NewCounterVec(
-			prometheus.CounterOpts{
-				Namespace: discovery.KubernetesMetricsNamespace,
-				Name:      "events_total",
-				Help:      "The number of Kubernetes events handled.",
-			},
-			[]string{"role", "event"},
-		),
+		metrics:            kubeMetrics,
 	}
 
-	d.metricRegisterer = discovery.NewMetricRegisterer(prometheus.NewRegistry(), []prometheus.Collector{d.eventCount})
-
 	return d, clientset
 }
 
diff --git a/discovery/legacymanager/manager_test.go b/discovery/legacymanager/manager_test.go
index 7a2e8feea45..6fbecabc2a8 100644
--- a/discovery/legacymanager/manager_test.go
+++ b/discovery/legacymanager/manager_test.go
@@ -36,6 +36,13 @@ func TestMain(m *testing.M) {
 	testutil.TolerantVerifyLeak(m)
 }
 
+func newTestMetrics(t *testing.T, reg prometheus.Registerer) (*discovery.RefreshMetricsManager, map[string]discovery.DiscovererMetrics) {
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	sdMetrics, err := discovery.RegisterSDMetrics(reg, refreshMetrics)
+	require.NoError(t, err)
+	return &refreshMetrics, sdMetrics
+}
+
 // TestTargetUpdatesOrder checks that the target updates are received in the expected order.
 func TestTargetUpdatesOrder(t *testing.T) {
 	// The order by which the updates are send is determined by the interval passed to the mock discovery adapter
@@ -665,7 +672,10 @@ func TestTargetUpdatesOrder(t *testing.T) {
 			ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
 			defer cancel()
 
-			discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+			reg := prometheus.NewRegistry()
+			_, sdMetrics := newTestMetrics(t, reg)
+
+			discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 			require.NotNil(t, discoveryManager)
 			discoveryManager.updatert = 100 * time.Millisecond
 
@@ -748,7 +758,11 @@ func verifyPresence(t *testing.T, tSets map[poolKey]map[string]*targetgroup.Grou
 func TestTargetSetRecreatesTargetGroupsEveryRun(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := newTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -777,7 +791,11 @@ func TestTargetSetRecreatesTargetGroupsEveryRun(t *testing.T) {
 func TestDiscovererConfigs(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := newTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -802,7 +820,11 @@ func TestDiscovererConfigs(t *testing.T) {
 func TestTargetSetRecreatesEmptyStaticConfigs(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := newTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -842,7 +864,11 @@ func TestTargetSetRecreatesEmptyStaticConfigs(t *testing.T) {
 func TestIdenticalConfigurationsAreCoalesced(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, nil, prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := newTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, nil, reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -874,7 +900,11 @@ func TestApplyConfigDoesNotModifyStaticTargets(t *testing.T) {
 	}
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := newTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -897,10 +927,19 @@ func (e errorConfig) NewDiscoverer(discovery.DiscovererOptions) (discovery.Disco
 	return nil, e.err
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (errorConfig) NewDiscovererMetrics(reg prometheus.Registerer, rmi discovery.RefreshMetricsInstantiator) discovery.DiscovererMetrics {
+	return &discovery.NoopDiscovererMetrics{}
+}
+
 func TestGaugeFailedConfigs(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := newTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -1057,7 +1096,10 @@ func TestCoordinationWithReceiver(t *testing.T) {
 			ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
 			defer cancel()
 
-			mgr := NewManager(ctx, nil, prometheus.NewRegistry())
+			reg := prometheus.NewRegistry()
+			_, sdMetrics := newTestMetrics(t, reg)
+
+			mgr := NewManager(ctx, nil, reg, sdMetrics)
 			require.NotNil(t, mgr)
 			mgr.updatert = updateDelay
 			go mgr.Run()
diff --git a/discovery/linode/linode_test.go b/discovery/linode/linode_test.go
index 536b12090cc..a6a16d82aa4 100644
--- a/discovery/linode/linode_test.go
+++ b/discovery/linode/linode_test.go
@@ -24,6 +24,8 @@ import (
 	"github.com/prometheus/common/config"
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
+
+	"github.com/prometheus/prometheus/discovery"
 )
 
 type LinodeSDTestSuite struct {
@@ -53,7 +55,15 @@ func TestLinodeSDRefresh(t *testing.T) {
 		Credentials: tokenID,
 		Type:        "Bearer",
 	}
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 	endpoint, err := url.Parse(sdmock.Mock.Endpoint())
 	require.NoError(t, err)
diff --git a/discovery/manager_test.go b/discovery/manager_test.go
index f22de75a46f..2f6e03aa5ad 100644
--- a/discovery/manager_test.go
+++ b/discovery/manager_test.go
@@ -36,6 +36,13 @@ func TestMain(m *testing.M) {
 	testutil.TolerantVerifyLeak(m)
 }
 
+func NewTestMetrics(t *testing.T, reg prometheus.Registerer) (*RefreshMetricsManager, map[string]DiscovererMetrics) {
+	refreshMetrics := NewRefreshMetrics(reg)
+	sdMetrics, err := RegisterSDMetrics(reg, refreshMetrics)
+	require.NoError(t, err)
+	return &refreshMetrics, sdMetrics
+}
+
 // TestTargetUpdatesOrder checks that the target updates are received in the expected order.
 func TestTargetUpdatesOrder(t *testing.T) {
 	// The order by which the updates are send is determined by the interval passed to the mock discovery adapter
@@ -665,7 +672,10 @@ func TestTargetUpdatesOrder(t *testing.T) {
 			ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
 			defer cancel()
 
-			discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+			reg := prometheus.NewRegistry()
+			_, sdMetrics := NewTestMetrics(t, reg)
+
+			discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 			require.NotNil(t, discoveryManager)
 			discoveryManager.updatert = 100 * time.Millisecond
 
@@ -780,7 +790,11 @@ func pk(provider, setName string, n int) poolKey {
 func TestTargetSetTargetGroupsPresentOnConfigReload(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := NewTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -813,7 +827,11 @@ func TestTargetSetTargetGroupsPresentOnConfigReload(t *testing.T) {
 func TestTargetSetTargetGroupsPresentOnConfigRename(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := NewTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -849,7 +867,11 @@ func TestTargetSetTargetGroupsPresentOnConfigRename(t *testing.T) {
 func TestTargetSetTargetGroupsPresentOnConfigDuplicateAndDeleteOriginal(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := NewTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -888,7 +910,11 @@ func TestTargetSetTargetGroupsPresentOnConfigDuplicateAndDeleteOriginal(t *testi
 func TestTargetSetTargetGroupsPresentOnConfigChange(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := NewTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -950,7 +976,11 @@ func TestTargetSetTargetGroupsPresentOnConfigChange(t *testing.T) {
 func TestTargetSetRecreatesTargetGroupsOnConfigChange(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := NewTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -990,7 +1020,11 @@ func TestTargetSetRecreatesTargetGroupsOnConfigChange(t *testing.T) {
 func TestDiscovererConfigs(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := NewTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -1023,7 +1057,11 @@ func TestDiscovererConfigs(t *testing.T) {
 func TestTargetSetRecreatesEmptyStaticConfigs(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := NewTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -1071,7 +1109,11 @@ func TestTargetSetRecreatesEmptyStaticConfigs(t *testing.T) {
 func TestIdenticalConfigurationsAreCoalesced(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, nil, prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := NewTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, nil, reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -1108,7 +1150,11 @@ func TestApplyConfigDoesNotModifyStaticTargets(t *testing.T) {
 	}
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := NewTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -1129,11 +1175,21 @@ type errorConfig struct{ err error }
 func (e errorConfig) Name() string                                        { return "error" }
 func (e errorConfig) NewDiscoverer(DiscovererOptions) (Discoverer, error) { return nil, e.err }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (errorConfig) NewDiscovererMetrics(prometheus.Registerer, RefreshMetricsInstantiator) DiscovererMetrics {
+	return &NoopDiscovererMetrics{}
+}
+
 type lockStaticConfig struct {
 	mu     *sync.Mutex
 	config StaticConfig
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (lockStaticConfig) NewDiscovererMetrics(prometheus.Registerer, RefreshMetricsInstantiator) DiscovererMetrics {
+	return &NoopDiscovererMetrics{}
+}
+
 func (s lockStaticConfig) Name() string { return "lockstatic" }
 func (s lockStaticConfig) NewDiscoverer(DiscovererOptions) (Discoverer, error) {
 	return (lockStaticDiscoverer)(s), nil
@@ -1155,7 +1211,11 @@ func (s lockStaticDiscoverer) Run(ctx context.Context, up chan<- []*targetgroup.
 func TestGaugeFailedConfigs(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := NewTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -1312,7 +1372,10 @@ func TestCoordinationWithReceiver(t *testing.T) {
 			ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
 			defer cancel()
 
-			mgr := NewManager(ctx, nil, prometheus.NewRegistry())
+			reg := prometheus.NewRegistry()
+			_, sdMetrics := NewTestMetrics(t, reg)
+
+			mgr := NewManager(ctx, nil, reg, sdMetrics)
 			require.NotNil(t, mgr)
 			mgr.updatert = updateDelay
 			go mgr.Run()
@@ -1408,7 +1471,11 @@ func (o onceProvider) Run(_ context.Context, ch chan<- []*targetgroup.Group) {
 func TestTargetSetTargetGroupsUpdateDuringApplyConfig(t *testing.T) {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()
-	discoveryManager := NewManager(ctx, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	_, sdMetrics := NewTestMetrics(t, reg)
+
+	discoveryManager := NewManager(ctx, log.NewNopLogger(), reg, sdMetrics)
 	require.NotNil(t, discoveryManager)
 	discoveryManager.updatert = 100 * time.Millisecond
 	go discoveryManager.Run()
@@ -1470,6 +1537,11 @@ func newTestDiscoverer() *testDiscoverer {
 	}
 }
 
+// NewDiscovererMetrics implements discovery.Config.
+func (*testDiscoverer) NewDiscovererMetrics(prometheus.Registerer, RefreshMetricsInstantiator) DiscovererMetrics {
+	return &NoopDiscovererMetrics{}
+}
+
 // Name implements Config.
 func (t *testDiscoverer) Name() string {
 	return "test"
diff --git a/discovery/marathon/marathon_test.go b/discovery/marathon/marathon_test.go
index a1ddce9309b..c78cc1e3c6a 100644
--- a/discovery/marathon/marathon_test.go
+++ b/discovery/marathon/marathon_test.go
@@ -23,7 +23,9 @@ import (
 
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/common/model"
+	"github.com/stretchr/testify/require"
 
+	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
@@ -37,7 +39,19 @@ func testConfig() SDConfig {
 }
 
 func testUpdateServices(client appListClient) ([]*targetgroup.Group, error) {
-	md, err := NewDiscovery(testConfig(), nil, prometheus.NewRegistry())
+	cfg := testConfig()
+
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	err := metrics.Register()
+	if err != nil {
+		return nil, err
+	}
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	md, err := NewDiscovery(cfg, nil, metrics)
 	if err != nil {
 		return nil, err
 	}
@@ -130,7 +144,15 @@ func TestMarathonSDSendGroup(t *testing.T) {
 }
 
 func TestMarathonSDRemoveApp(t *testing.T) {
-	md, err := NewDiscovery(testConfig(), nil, prometheus.NewRegistry())
+	cfg := testConfig()
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	md, err := NewDiscovery(cfg, nil, metrics)
 	if err != nil {
 		t.Fatalf("%s", err)
 	}
diff --git a/discovery/moby/docker_test.go b/discovery/moby/docker_test.go
index 1a87ad2a120..fec56d3e5fe 100644
--- a/discovery/moby/docker_test.go
+++ b/discovery/moby/docker_test.go
@@ -23,6 +23,8 @@ import (
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
 	"gopkg.in/yaml.v2"
+
+	"github.com/prometheus/prometheus/discovery"
 )
 
 func TestDockerSDRefresh(t *testing.T) {
@@ -38,7 +40,14 @@ host: %s
 	var cfg DockerSDConfig
 	require.NoError(t, yaml.Unmarshal([]byte(cfgString), &cfg))
 
-	d, err := NewDockerDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	d, err := NewDockerDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 
 	ctx := context.Background()
diff --git a/discovery/moby/nodes_test.go b/discovery/moby/nodes_test.go
index 512ff7049d4..4ad1088d1ab 100644
--- a/discovery/moby/nodes_test.go
+++ b/discovery/moby/nodes_test.go
@@ -23,6 +23,8 @@ import (
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
 	"gopkg.in/yaml.v2"
+
+	"github.com/prometheus/prometheus/discovery"
 )
 
 func TestDockerSwarmNodesSDRefresh(t *testing.T) {
@@ -39,7 +41,14 @@ host: %s
 	var cfg DockerSwarmSDConfig
 	require.NoError(t, yaml.Unmarshal([]byte(cfgString), &cfg))
 
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 
 	ctx := context.Background()
diff --git a/discovery/moby/services_test.go b/discovery/moby/services_test.go
index 816586dd7f1..47ca69e33a1 100644
--- a/discovery/moby/services_test.go
+++ b/discovery/moby/services_test.go
@@ -23,6 +23,8 @@ import (
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
 	"gopkg.in/yaml.v2"
+
+	"github.com/prometheus/prometheus/discovery"
 )
 
 func TestDockerSwarmSDServicesRefresh(t *testing.T) {
@@ -39,7 +41,14 @@ host: %s
 	var cfg DockerSwarmSDConfig
 	require.NoError(t, yaml.Unmarshal([]byte(cfgString), &cfg))
 
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 
 	ctx := context.Background()
@@ -333,7 +342,14 @@ filters:
 	var cfg DockerSwarmSDConfig
 	require.NoError(t, yaml.Unmarshal([]byte(cfgString), &cfg))
 
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 
 	ctx := context.Background()
diff --git a/discovery/moby/tasks_test.go b/discovery/moby/tasks_test.go
index 764fda34364..ef71bc02f53 100644
--- a/discovery/moby/tasks_test.go
+++ b/discovery/moby/tasks_test.go
@@ -23,6 +23,8 @@ import (
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
 	"gopkg.in/yaml.v2"
+
+	"github.com/prometheus/prometheus/discovery"
 )
 
 func TestDockerSwarmTasksSDRefresh(t *testing.T) {
@@ -39,7 +41,14 @@ host: %s
 	var cfg DockerSwarmSDConfig
 	require.NoError(t, yaml.Unmarshal([]byte(cfgString), &cfg))
 
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 
 	ctx := context.Background()
diff --git a/discovery/nomad/nomad_test.go b/discovery/nomad/nomad_test.go
index ca67a877e1d..357d4a8e9b6 100644
--- a/discovery/nomad/nomad_test.go
+++ b/discovery/nomad/nomad_test.go
@@ -25,6 +25,8 @@ import (
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
+
+	"github.com/prometheus/prometheus/discovery"
 )
 
 type NomadSDTestSuite struct {
@@ -128,8 +130,16 @@ func TestConfiguredService(t *testing.T) {
 	conf := &SDConfig{
 		Server: "http://localhost:4646",
 	}
-	_, err := NewDiscovery(conf, nil, prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := conf.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+
+	_, err := NewDiscovery(conf, nil, metrics)
 	require.NoError(t, err)
+
+	metrics.Unregister()
 }
 
 func TestNomadSDRefresh(t *testing.T) {
@@ -142,7 +152,15 @@ func TestNomadSDRefresh(t *testing.T) {
 
 	cfg := DefaultSDConfig
 	cfg.Server = endpoint.String()
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 
 	tgs, err := d.refresh(context.Background())
diff --git a/discovery/ovhcloud/ovhcloud_test.go b/discovery/ovhcloud/ovhcloud_test.go
index 9bd9ea95475..53ec9b44595 100644
--- a/discovery/ovhcloud/ovhcloud_test.go
+++ b/discovery/ovhcloud/ovhcloud_test.go
@@ -122,9 +122,17 @@ func TestParseIPs(t *testing.T) {
 func TestDiscoverer(t *testing.T) {
 	conf, _ := getMockConf("vps")
 	logger := testutil.NewLogger(t)
+
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := conf.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
 	_, err := conf.NewDiscoverer(discovery.DiscovererOptions{
-		Logger:     logger,
-		Registerer: prometheus.NewRegistry(),
+		Logger:  logger,
+		Metrics: metrics,
 	})
 
 	require.NoError(t, err)
diff --git a/discovery/puppetdb/puppetdb_test.go b/discovery/puppetdb/puppetdb_test.go
index edd9b9d0469..bf9c7b215e5 100644
--- a/discovery/puppetdb/puppetdb_test.go
+++ b/discovery/puppetdb/puppetdb_test.go
@@ -28,6 +28,7 @@ import (
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
 
+	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
@@ -63,9 +64,17 @@ func TestPuppetSlashInURL(t *testing.T) {
 			Port:             80,
 			RefreshInterval:  model.Duration(30 * time.Second),
 		}
-		d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+
+		reg := prometheus.NewRegistry()
+		refreshMetrics := discovery.NewRefreshMetrics(reg)
+		metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+		require.NoError(t, metrics.Register())
+
+		d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 		require.NoError(t, err)
 		require.Equal(t, apiURL, d.url)
+
+		metrics.Unregister()
 	}
 }
 
@@ -80,7 +89,12 @@ func TestPuppetDBRefresh(t *testing.T) {
 		RefreshInterval:  model.Duration(30 * time.Second),
 	}
 
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 
 	ctx := context.Background()
@@ -107,6 +121,8 @@ func TestPuppetDBRefresh(t *testing.T) {
 		},
 	}
 	require.Equal(t, expectedTargets, tgs)
+
+	metrics.Unregister()
 }
 
 func TestPuppetDBRefreshWithParameters(t *testing.T) {
@@ -121,7 +137,12 @@ func TestPuppetDBRefreshWithParameters(t *testing.T) {
 		RefreshInterval:   model.Duration(30 * time.Second),
 	}
 
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 
 	ctx := context.Background()
@@ -158,6 +179,8 @@ func TestPuppetDBRefreshWithParameters(t *testing.T) {
 		},
 	}
 	require.Equal(t, expectedTargets, tgs)
+
+	metrics.Unregister()
 }
 
 func TestPuppetDBInvalidCode(t *testing.T) {
@@ -173,12 +196,19 @@ func TestPuppetDBInvalidCode(t *testing.T) {
 		RefreshInterval:  model.Duration(30 * time.Second),
 	}
 
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 
 	ctx := context.Background()
 	_, err = d.refresh(ctx)
 	require.EqualError(t, err, "server returned HTTP status 400 Bad Request")
+
+	metrics.Unregister()
 }
 
 func TestPuppetDBInvalidFormat(t *testing.T) {
@@ -194,10 +224,17 @@ func TestPuppetDBInvalidFormat(t *testing.T) {
 		RefreshInterval:  model.Duration(30 * time.Second),
 	}
 
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 
 	ctx := context.Background()
 	_, err = d.refresh(ctx)
 	require.EqualError(t, err, "unsupported content type text/plain; charset=utf-8")
+
+	metrics.Unregister()
 }
diff --git a/discovery/refresh/refresh_test.go b/discovery/refresh/refresh_test.go
index 12e7ab3be03..407f0a7fa08 100644
--- a/discovery/refresh/refresh_test.go
+++ b/discovery/refresh/refresh_test.go
@@ -24,6 +24,7 @@ import (
 	"github.com/stretchr/testify/require"
 	"go.uber.org/goleak"
 
+	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
@@ -66,13 +67,18 @@ func TestRefresh(t *testing.T) {
 		return nil, fmt.Errorf("some error")
 	}
 	interval := time.Millisecond
+
+	metrics := discovery.NewRefreshMetrics(prometheus.NewRegistry())
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+
 	d := NewDiscovery(
 		Options{
-			Logger:   nil,
-			Mech:     "test",
-			Interval: interval,
-			RefreshF: refresh,
-			Registry: prometheus.NewRegistry(),
+			Logger:              nil,
+			Mech:                "test",
+			Interval:            interval,
+			RefreshF:            refresh,
+			MetricsInstantiator: metrics,
 		},
 	)
 
diff --git a/discovery/triton/triton_test.go b/discovery/triton/triton_test.go
index fa51a2e472a..e37693e6bfc 100644
--- a/discovery/triton/triton_test.go
+++ b/discovery/triton/triton_test.go
@@ -28,6 +28,8 @@ import (
 	"github.com/prometheus/common/config"
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
+
+	"github.com/prometheus/prometheus/discovery"
 )
 
 var (
@@ -79,12 +81,26 @@ var (
 	}
 )
 
-func newTritonDiscovery(c SDConfig) (*Discovery, error) {
-	return New(nil, &c, prometheus.NewRegistry())
+func newTritonDiscovery(c SDConfig) (*Discovery, discovery.DiscovererMetrics, error) {
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	// TODO(ptodev): Add the ability to unregister refresh metrics.
+	metrics := c.NewDiscovererMetrics(reg, refreshMetrics)
+	err := metrics.Register()
+	if err != nil {
+		return nil, nil, err
+	}
+
+	d, err := New(nil, &c, metrics)
+	if err != nil {
+		return nil, nil, err
+	}
+
+	return d, metrics, nil
 }
 
 func TestTritonSDNew(t *testing.T) {
-	td, err := newTritonDiscovery(conf)
+	td, m, err := newTritonDiscovery(conf)
 	require.NoError(t, err)
 	require.NotNil(t, td)
 	require.NotNil(t, td.client)
@@ -94,16 +110,17 @@ func TestTritonSDNew(t *testing.T) {
 	require.Equal(t, conf.DNSSuffix, td.sdConfig.DNSSuffix)
 	require.Equal(t, conf.Endpoint, td.sdConfig.Endpoint)
 	require.Equal(t, conf.Port, td.sdConfig.Port)
+	m.Unregister()
 }
 
 func TestTritonSDNewBadConfig(t *testing.T) {
-	td, err := newTritonDiscovery(badconf)
+	td, _, err := newTritonDiscovery(badconf)
 	require.Error(t, err)
 	require.Nil(t, td)
 }
 
 func TestTritonSDNewGroupsConfig(t *testing.T) {
-	td, err := newTritonDiscovery(groupsconf)
+	td, m, err := newTritonDiscovery(groupsconf)
 	require.NoError(t, err)
 	require.NotNil(t, td)
 	require.NotNil(t, td.client)
@@ -114,10 +131,11 @@ func TestTritonSDNewGroupsConfig(t *testing.T) {
 	require.Equal(t, groupsconf.Endpoint, td.sdConfig.Endpoint)
 	require.Equal(t, groupsconf.Groups, td.sdConfig.Groups)
 	require.Equal(t, groupsconf.Port, td.sdConfig.Port)
+	m.Unregister()
 }
 
 func TestTritonSDNewCNConfig(t *testing.T) {
-	td, err := newTritonDiscovery(cnconf)
+	td, m, err := newTritonDiscovery(cnconf)
 	require.NoError(t, err)
 	require.NotNil(t, td)
 	require.NotNil(t, td.client)
@@ -128,6 +146,7 @@ func TestTritonSDNewCNConfig(t *testing.T) {
 	require.Equal(t, cnconf.DNSSuffix, td.sdConfig.DNSSuffix)
 	require.Equal(t, cnconf.Endpoint, td.sdConfig.Endpoint)
 	require.Equal(t, cnconf.Port, td.sdConfig.Port)
+	m.Unregister()
 }
 
 func TestTritonSDRefreshNoTargets(t *testing.T) {
@@ -160,21 +179,23 @@ func TestTritonSDRefreshMultipleTargets(t *testing.T) {
 }
 
 func TestTritonSDRefreshNoServer(t *testing.T) {
-	td, _ := newTritonDiscovery(conf)
+	td, m, _ := newTritonDiscovery(conf)
 
 	_, err := td.refresh(context.Background())
 	require.Error(t, err)
 	require.True(t, strings.Contains(err.Error(), "an error occurred when requesting targets from the discovery endpoint"))
+	m.Unregister()
 }
 
 func TestTritonSDRefreshCancelled(t *testing.T) {
-	td, _ := newTritonDiscovery(conf)
+	td, m, _ := newTritonDiscovery(conf)
 
 	ctx, cancel := context.WithCancel(context.Background())
 	cancel()
 	_, err := td.refresh(ctx)
 	require.Error(t, err)
 	require.True(t, strings.Contains(err.Error(), context.Canceled.Error()))
+	m.Unregister()
 }
 
 func TestTritonSDRefreshCNsUUIDOnly(t *testing.T) {
@@ -211,8 +232,8 @@ func TestTritonSDRefreshCNsWithHostname(t *testing.T) {
 
 func testTritonSDRefresh(t *testing.T, c SDConfig, dstr string) []model.LabelSet {
 	var (
-		td, _ = newTritonDiscovery(c)
-		s     = httptest.NewTLSServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		td, m, _ = newTritonDiscovery(c)
+		s        = httptest.NewTLSServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 			fmt.Fprintln(w, dstr)
 		}))
 	)
@@ -240,5 +261,7 @@ func testTritonSDRefresh(t *testing.T, c SDConfig, dstr string) []model.LabelSet
 	tg := tgs[0]
 	require.NotNil(t, tg)
 
+	m.Unregister()
+
 	return tg.Targets
 }
diff --git a/discovery/uyuni/uyuni_test.go b/discovery/uyuni/uyuni_test.go
index fd03c88f1b6..09be23e2b4f 100644
--- a/discovery/uyuni/uyuni_test.go
+++ b/discovery/uyuni/uyuni_test.go
@@ -25,6 +25,7 @@ import (
 
 	"github.com/prometheus/client_golang/prometheus"
 
+	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
@@ -37,7 +38,17 @@ func testUpdateServices(respHandler http.HandlerFunc) ([]*targetgroup.Group, err
 		Server: ts.URL,
 	}
 
-	md, err := NewDiscovery(&conf, nil, prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := conf.NewDiscovererMetrics(reg, refreshMetrics)
+	err := metrics.Register()
+	if err != nil {
+		return nil, err
+	}
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	md, err := NewDiscovery(&conf, nil, metrics)
 	if err != nil {
 		return nil, err
 	}
@@ -110,7 +121,14 @@ func TestUyuniSDSkipLogin(t *testing.T) {
 		Server: ts.URL,
 	}
 
-	md, err := NewDiscovery(&conf, nil, prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := conf.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	md, err := NewDiscovery(&conf, nil, metrics)
 	if err != nil {
 		t.Error(err)
 	}
diff --git a/discovery/vultr/vultr_test.go b/discovery/vultr/vultr_test.go
index c50b11d2da4..2f12a35529f 100644
--- a/discovery/vultr/vultr_test.go
+++ b/discovery/vultr/vultr_test.go
@@ -23,6 +23,8 @@ import (
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
+
+	"github.com/prometheus/prometheus/discovery"
 )
 
 type VultrSDTestSuite struct {
@@ -47,7 +49,15 @@ func TestVultrSDRefresh(t *testing.T) {
 
 	cfg := DefaultSDConfig
 	cfg.HTTPClientConfig.BearerToken = APIKey
-	d, err := NewDiscovery(&cfg, log.NewNopLogger(), prometheus.NewRegistry())
+
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	defer metrics.Unregister()
+	defer refreshMetrics.Unregister()
+
+	d, err := NewDiscovery(&cfg, log.NewNopLogger(), metrics)
 	require.NoError(t, err)
 	endpoint, err := url.Parse(sdMock.Mock.Endpoint())
 	require.NoError(t, err)
diff --git a/discovery/xds/kuma_test.go b/discovery/xds/kuma_test.go
index 5e2417c96fa..cfb9cbac501 100644
--- a/discovery/xds/kuma_test.go
+++ b/discovery/xds/kuma_test.go
@@ -28,6 +28,7 @@ import (
 	"google.golang.org/protobuf/types/known/anypb"
 	"gopkg.in/yaml.v2"
 
+	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
@@ -108,7 +109,16 @@ func getKumaMadsV1DiscoveryResponse(resources ...*MonitoringAssignment) (*v3.Dis
 }
 
 func newKumaTestHTTPDiscovery(c KumaSDConfig) (*fetchDiscovery, error) {
-	kd, err := NewKumaHTTPDiscovery(&c, nopLogger, prometheus.NewRegistry())
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	// TODO(ptodev): Add the ability to unregister refresh metrics.
+	metrics := c.NewDiscovererMetrics(reg, refreshMetrics)
+	err := metrics.Register()
+	if err != nil {
+		return nil, err
+	}
+
+	kd, err := NewKumaHTTPDiscovery(&c, nopLogger, metrics)
 	if err != nil {
 		return nil, err
 	}
@@ -207,6 +217,8 @@ func TestNewKumaHTTPDiscovery(t *testing.T) {
 	require.Equal(t, KumaMadsV1ResourceTypeURL, resClient.ResourceTypeURL())
 	require.Equal(t, kumaConf.ClientID, resClient.ID())
 	require.Equal(t, KumaMadsV1ResourceType, resClient.config.ResourceType)
+
+	kd.metrics.Unregister()
 }
 
 func TestKumaHTTPDiscoveryRefresh(t *testing.T) {
@@ -301,4 +313,6 @@ tls_config:
 	case <-ch:
 		require.Fail(t, "no update expected")
 	}
+
+	kd.metrics.Unregister()
 }
diff --git a/discovery/xds/xds_test.go b/discovery/xds/xds_test.go
index f57fff9968d..7cce021c5f0 100644
--- a/discovery/xds/xds_test.go
+++ b/discovery/xds/xds_test.go
@@ -29,24 +29,15 @@ import (
 	"go.uber.org/goleak"
 	"google.golang.org/protobuf/types/known/anypb"
 
+	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
-var (
-	sdConf = SDConfig{
-		Server:          "http://127.0.0.1",
-		RefreshInterval: model.Duration(10 * time.Second),
-		ClientID:        "test-id",
-	}
-
-	testFetchFailuresCount = prometheus.NewCounter(
-		prometheus.CounterOpts{})
-	testFetchSkipUpdateCount = prometheus.NewCounter(
-		prometheus.CounterOpts{})
-	testFetchDuration = prometheus.NewSummary(
-		prometheus.SummaryOpts{},
-	)
-)
+var sdConf = SDConfig{
+	Server:          "http://127.0.0.1",
+	RefreshInterval: model.Duration(10 * time.Second),
+	ClientID:        "test-id",
+}
 
 func TestMain(m *testing.M) {
 	goleak.VerifyTestMain(m)
@@ -133,12 +124,22 @@ func TestPollingRefreshSkipUpdate(t *testing.T) {
 			return nil, nil
 		},
 	}
+
+	cfg := &SDConfig{}
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+
+	xdsMetrics, ok := metrics.(*xdsMetrics)
+	if !ok {
+		require.Fail(t, "invalid discovery metrics type")
+	}
+
 	pd := &fetchDiscovery{
-		client:               rc,
-		logger:               nopLogger,
-		fetchDuration:        testFetchDuration,
-		fetchFailuresCount:   testFetchFailuresCount,
-		fetchSkipUpdateCount: testFetchSkipUpdateCount,
+		client:  rc,
+		logger:  nopLogger,
+		metrics: xdsMetrics,
 	}
 
 	ctx, cancel := context.WithCancel(context.Background())
@@ -155,6 +156,9 @@ func TestPollingRefreshSkipUpdate(t *testing.T) {
 	case <-ch:
 		require.Fail(t, "no update expected")
 	}
+
+	metrics.Unregister()
+	refreshMetrics.Unregister()
 }
 
 func TestPollingRefreshAttachesGroupMetadata(t *testing.T) {
@@ -167,13 +171,18 @@ func TestPollingRefreshAttachesGroupMetadata(t *testing.T) {
 			return &v3.DiscoveryResponse{}, nil
 		},
 	}
+
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := newDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+	xdsMetrics, ok := metrics.(*xdsMetrics)
+	require.True(t, ok)
+
 	pd := &fetchDiscovery{
-		source:               source,
-		client:               rc,
-		logger:               nopLogger,
-		fetchDuration:        testFetchDuration,
-		fetchFailuresCount:   testFetchFailuresCount,
-		fetchSkipUpdateCount: testFetchSkipUpdateCount,
+		source: source,
+		client: rc,
+		logger: nopLogger,
 		parseResources: constantResourceParser([]model.LabelSet{
 			{
 				"__meta_custom_xds_label": "a-value",
@@ -186,6 +195,7 @@ func TestPollingRefreshAttachesGroupMetadata(t *testing.T) {
 				"instance":                "prometheus-02",
 			},
 		}, nil),
+		metrics: xdsMetrics,
 	}
 	ch := make(chan []*targetgroup.Group, 1)
 	pd.poll(context.Background(), ch)
@@ -202,6 +212,9 @@ func TestPollingRefreshAttachesGroupMetadata(t *testing.T) {
 	target2 := group.Targets[1]
 	require.Contains(t, target2, model.LabelName("__meta_custom_xds_label"))
 	require.Equal(t, model.LabelValue("a-value"), target2["__meta_custom_xds_label"])
+
+	metrics.Unregister()
+	refreshMetrics.Unregister()
 }
 
 func TestPollingDisappearingTargets(t *testing.T) {
@@ -243,14 +256,23 @@ func TestPollingDisappearingTargets(t *testing.T) {
 		}, nil
 	}
 
+	cfg := &SDConfig{}
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	metrics := cfg.NewDiscovererMetrics(reg, refreshMetrics)
+	require.NoError(t, metrics.Register())
+
+	xdsMetrics, ok := metrics.(*xdsMetrics)
+	if !ok {
+		require.Fail(t, "invalid discovery metrics type")
+	}
+
 	pd := &fetchDiscovery{
-		source:               source,
-		client:               rc,
-		logger:               nopLogger,
-		fetchDuration:        testFetchDuration,
-		fetchFailuresCount:   testFetchFailuresCount,
-		fetchSkipUpdateCount: testFetchSkipUpdateCount,
-		parseResources:       parser,
+		source:         source,
+		client:         rc,
+		logger:         nopLogger,
+		parseResources: parser,
+		metrics:        xdsMetrics,
 	}
 
 	ch := make(chan []*targetgroup.Group, 1)
@@ -271,4 +293,7 @@ func TestPollingDisappearingTargets(t *testing.T) {
 
 	require.Equal(t, source, groups[0].Source)
 	require.Len(t, groups[0].Targets, 1)
+
+	metrics.Unregister()
+	refreshMetrics.Unregister()
 }
diff --git a/documentation/examples/custom-sd/adapter/adapter_test.go b/documentation/examples/custom-sd/adapter/adapter_test.go
index 8e5920eb485..329ca8c29ae 100644
--- a/documentation/examples/custom-sd/adapter/adapter_test.go
+++ b/documentation/examples/custom-sd/adapter/adapter_test.go
@@ -18,9 +18,11 @@ import (
 	"os"
 	"testing"
 
+	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
 
+	"github.com/prometheus/prometheus/discovery"
 	"github.com/prometheus/prometheus/discovery/targetgroup"
 )
 
@@ -227,6 +229,12 @@ func TestWriteOutput(t *testing.T) {
 	defer os.Remove(tmpfile.Name())
 	tmpfile.Close()
 	require.NoError(t, err)
-	adapter := NewAdapter(ctx, tmpfile.Name(), "test_sd", nil, nil)
+
+	reg := prometheus.NewRegistry()
+	refreshMetrics := discovery.NewRefreshMetrics(reg)
+	sdMetrics, err := discovery.RegisterSDMetrics(reg, refreshMetrics)
+	require.NoError(t, err)
+
+	adapter := NewAdapter(ctx, tmpfile.Name(), "test_sd", nil, nil, sdMetrics, reg)
 	require.NoError(t, adapter.writeOutput())
 }
diff --git a/model/histogram/float_histogram_test.go b/model/histogram/float_histogram_test.go
index 3d20960f6cf..49fb77ab0b7 100644
--- a/model/histogram/float_histogram_test.go
+++ b/model/histogram/float_histogram_test.go
@@ -142,6 +142,118 @@ func TestFloatHistogramMul(t *testing.T) {
 	}
 }
 
+func TestFloatHistogramCopy(t *testing.T) {
+	cases := []struct {
+		name     string
+		orig     *FloatHistogram
+		expected *FloatHistogram
+	}{
+		{
+			name:     "without buckets",
+			orig:     &FloatHistogram{},
+			expected: &FloatHistogram{},
+		},
+		{
+			name: "with buckets",
+			orig: &FloatHistogram{
+				PositiveSpans:   []Span{{-2, 1}},
+				PositiveBuckets: []float64{1, 3, -3, 42},
+				NegativeSpans:   []Span{{3, 2}},
+				NegativeBuckets: []float64{5, 3, 1.234e5, 1000},
+			},
+			expected: &FloatHistogram{
+				PositiveSpans:   []Span{{-2, 1}},
+				PositiveBuckets: []float64{1, 3, -3, 42},
+				NegativeSpans:   []Span{{3, 2}},
+				NegativeBuckets: []float64{5, 3, 1.234e5, 1000},
+			},
+		},
+		{
+			name: "with empty buckets and non empty capacity",
+			orig: &FloatHistogram{
+				PositiveSpans:   make([]Span, 0, 1),
+				PositiveBuckets: make([]float64, 0, 1),
+				NegativeSpans:   make([]Span, 0, 1),
+				NegativeBuckets: make([]float64, 0, 1),
+			},
+			expected: &FloatHistogram{},
+		},
+	}
+
+	for _, tcase := range cases {
+		t.Run(tcase.name, func(t *testing.T) {
+			hCopy := tcase.orig.Copy()
+
+			// Modify a primitive value in the original histogram.
+			tcase.orig.Sum++
+			require.Equal(t, tcase.expected, hCopy)
+			assertDeepCopyFHSpans(t, tcase.orig, hCopy, tcase.expected)
+		})
+	}
+}
+
+func TestFloatHistogramCopyTo(t *testing.T) {
+	cases := []struct {
+		name     string
+		orig     *FloatHistogram
+		expected *FloatHistogram
+	}{
+		{
+			name:     "without buckets",
+			orig:     &FloatHistogram{},
+			expected: &FloatHistogram{},
+		},
+		{
+			name: "with buckets",
+			orig: &FloatHistogram{
+				PositiveSpans:   []Span{{-2, 1}},
+				PositiveBuckets: []float64{1, 3, -3, 42},
+				NegativeSpans:   []Span{{3, 2}},
+				NegativeBuckets: []float64{5, 3, 1.234e5, 1000},
+			},
+			expected: &FloatHistogram{
+				PositiveSpans:   []Span{{-2, 1}},
+				PositiveBuckets: []float64{1, 3, -3, 42},
+				NegativeSpans:   []Span{{3, 2}},
+				NegativeBuckets: []float64{5, 3, 1.234e5, 1000},
+			},
+		},
+		{
+			name: "with empty buckets and non empty capacity",
+			orig: &FloatHistogram{
+				PositiveSpans:   make([]Span, 0, 1),
+				PositiveBuckets: make([]float64, 0, 1),
+				NegativeSpans:   make([]Span, 0, 1),
+				NegativeBuckets: make([]float64, 0, 1),
+			},
+			expected: &FloatHistogram{},
+		},
+	}
+
+	for _, tcase := range cases {
+		t.Run(tcase.name, func(t *testing.T) {
+			hCopy := &FloatHistogram{}
+			tcase.orig.CopyTo(hCopy)
+
+			// Modify a primitive value in the original histogram.
+			tcase.orig.Sum++
+			require.Equal(t, tcase.expected, hCopy)
+			assertDeepCopyFHSpans(t, tcase.orig, hCopy, tcase.expected)
+		})
+	}
+}
+
+func assertDeepCopyFHSpans(t *testing.T, orig, hCopy, expected *FloatHistogram) {
+	// Do an in-place expansion of an original spans slice.
+	orig.PositiveSpans = expandSpans(orig.PositiveSpans)
+	orig.PositiveSpans[len(orig.PositiveSpans)-1] = Span{1, 2}
+
+	hCopy.PositiveSpans = expandSpans(hCopy.PositiveSpans)
+	expected.PositiveSpans = expandSpans(expected.PositiveSpans)
+	// Expand the copy spans and assert that modifying the original has not affected the copy.
+	require.Equal(t, expected, hCopy)
+}
+
 func TestFloatHistogramDiv(t *testing.T) {
 	cases := []struct {
 		name     string
diff --git a/model/histogram/generic_test.go b/model/histogram/generic_test.go
index b4d6585a8b1..6a22b6f1930 100644
--- a/model/histogram/generic_test.go
+++ b/model/histogram/generic_test.go
@@ -15,10 +15,10 @@ package histogram
 
 import (
 	"math"
-	"slices"
 	"testing"
 
 	"github.com/stretchr/testify/require"
+	"golang.org/x/exp/slices"
 )
 
 func TestGetBound(t *testing.T) {
diff --git a/model/histogram/histogram_test.go b/model/histogram/histogram_test.go
index 9a64faaaae3..14a948e644e 100644
--- a/model/histogram/histogram_test.go
+++ b/model/histogram/histogram_test.go
@@ -604,6 +604,128 @@ func TestHistogramEquals(t *testing.T) {
 	notEquals(*hStale, *hNaN)
 }
 
+func TestHistogramCopy(t *testing.T) {
+	cases := []struct {
+		name     string
+		orig     *Histogram
+		expected *Histogram
+	}{
+		{
+			name:     "without buckets",
+			orig:     &Histogram{},
+			expected: &Histogram{},
+		},
+		{
+			name: "with buckets",
+			orig: &Histogram{
+				PositiveSpans:   []Span{{-2, 1}},
+				PositiveBuckets: []int64{1, 3, -3, 42},
+				NegativeSpans:   []Span{{3, 2}},
+				NegativeBuckets: []int64{5, 3, 1.234e5, 1000},
+			},
+			expected: &Histogram{
+				PositiveSpans:   []Span{{-2, 1}},
+				PositiveBuckets: []int64{1, 3, -3, 42},
+				NegativeSpans:   []Span{{3, 2}},
+				NegativeBuckets: []int64{5, 3, 1.234e5, 1000},
+			},
+		},
+		{
+			name: "with empty buckets and non empty capacity",
+			orig: &Histogram{
+				PositiveSpans:   make([]Span, 0, 1),
+				PositiveBuckets: make([]int64, 0, 1),
+				NegativeSpans:   make([]Span, 0, 1),
+				NegativeBuckets: make([]int64, 0, 1),
+			},
+			expected: &Histogram{},
+		},
+	}
+
+	for _, tcase := range cases {
+		t.Run(tcase.name, func(t *testing.T) {
+			hCopy := tcase.orig.Copy()
+
+			// Modify a primitive value in the original histogram.
+			tcase.orig.Sum++
+			require.Equal(t, tcase.expected, hCopy)
+			assertDeepCopyHSpans(t, tcase.orig, hCopy, tcase.expected)
+		})
+	}
+}
+
+func TestHistogramCopyTo(t *testing.T) {
+	cases := []struct {
+		name     string
+		orig     *Histogram
+		expected *Histogram
+	}{
+		{
+			name:     "without buckets",
+			orig:     &Histogram{},
+			expected: &Histogram{},
+		},
+		{
+			name: "with buckets",
+			orig: &Histogram{
+				PositiveSpans:   []Span{{-2, 1}},
+				PositiveBuckets: []int64{1, 3, -3, 42},
+				NegativeSpans:   []Span{{3, 2}},
+				NegativeBuckets: []int64{5, 3, 1.234e5, 1000},
+			},
+			expected: &Histogram{
+				PositiveSpans:   []Span{{-2, 1}},
+				PositiveBuckets: []int64{1, 3, -3, 42},
+				NegativeSpans:   []Span{{3, 2}},
+				NegativeBuckets: []int64{5, 3, 1.234e5, 1000},
+			},
+		},
+		{
+			name: "with empty buckets and non empty capacity",
+			orig: &Histogram{
+				PositiveSpans:   make([]Span, 0, 1),
+				PositiveBuckets: make([]int64, 0, 1),
+				NegativeSpans:   make([]Span, 0, 1),
+				NegativeBuckets: make([]int64, 0, 1),
+			},
+			expected: &Histogram{},
+		},
+	}
+
+	for _, tcase := range cases {
+		t.Run(tcase.name, func(t *testing.T) {
+			hCopy := &Histogram{}
+			tcase.orig.CopyTo(hCopy)
+
+			// Modify a primitive value in the original histogram.
+			tcase.orig.Sum++
+			require.Equal(t, tcase.expected, hCopy)
+			assertDeepCopyHSpans(t, tcase.orig, hCopy, tcase.expected)
+		})
+	}
+}
+
+func assertDeepCopyHSpans(t *testing.T, orig, hCopy, expected *Histogram) {
+	// Do an in-place expansion of an original spans slice.
+	orig.PositiveSpans = expandSpans(orig.PositiveSpans)
+	orig.PositiveSpans[len(orig.PositiveSpans)-1] = Span{1, 2}
+
+	hCopy.PositiveSpans = expandSpans(hCopy.PositiveSpans)
+	expected.PositiveSpans = expandSpans(expected.PositiveSpans)
+	// Expand the copy spans and assert that modifying the original has not affected the copy.
+	require.Equal(t, expected, hCopy)
+}
+
+func expandSpans(spans []Span) []Span {
+	n := len(spans)
+	if cap(spans) > n {
+		spans = spans[:n+1]
+	} else {
+		spans = append(spans, Span{})
+	}
+	return spans
+}
+
 func TestHistogramCompact(t *testing.T) {
 	cases := []struct {
 		name            string
diff --git a/model/labels/labels_test.go b/model/labels/labels_test.go
index 44369278df2..c497851d1b1 100644
--- a/model/labels/labels_test.go
+++ b/model/labels/labels_test.go
@@ -447,6 +447,12 @@ func TestLabels_Get(t *testing.T) {
 	require.Equal(t, "222", FromStrings("aaaa", "111", "bbb", "222").Get("bbb"))
 }
 
+func TestLabels_DropMetricName(t *testing.T) {
+	require.True(t, Equal(FromStrings("aaa", "111", "bbb", "222"), FromStrings("aaa", "111", "bbb", "222").DropMetricName()))
+	require.True(t, Equal(FromStrings("aaa", "111"), FromStrings(MetricName, "myname", "aaa", "111").DropMetricName()))
+	require.True(t, Equal(FromStrings("__aaa__", "111", "bbb", "222"), FromStrings("__aaa__", "111", MetricName, "myname", "bbb", "222").DropMetricName()))
+}
+
 // BenchmarkLabels_Get was written to check whether a binary search can improve the performance vs the linear search implementation
 // The results have shown that binary search would only be better when searching last labels in scenarios with more than 10 labels.
 // In the following list, `old` is the linear search while `new` is the binary search implementation (without calling sort.Search, which performs even worse here)
diff --git a/model/labels/sharding_test.go b/model/labels/sharding_test.go
new file mode 100644
index 00000000000..78e30475097
--- /dev/null
+++ b/model/labels/sharding_test.go
@@ -0,0 +1,32 @@
+// Copyright 2020 The Prometheus Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package labels
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/require"
+)
+
+// TestStableHash tests that StableHash is stable.
+// The hashes this test asserts should not be changed.
+func TestStableHash(t *testing.T) {
+	for expectedHash, lbls := range map[uint64]Labels{
+		0xef46db3751d8e999: EmptyLabels(),
+		0x347c8ee7a9e29708: FromStrings("hello", "world"),
+		0xcbab40540f26097d: FromStrings(MetricName, "metric", "label", "value"),
+	} {
+		require.Equal(t, expectedHash, StableHash(lbls))
+	}
+}
diff --git a/model/textparse/protobufparse_test.go b/model/textparse/protobufparse_test.go
index 7dcc85f5459..c623f2f7468 100644
--- a/model/textparse/protobufparse_test.go
+++ b/model/textparse/protobufparse_test.go
@@ -58,6 +58,7 @@ metric: <
 		`name: "go_memstats_alloc_bytes_total"
 help: "Total number of bytes allocated, even if freed."
 type: COUNTER
+unit: "bytes"
 metric: <
   counter: <
     value: 1.546544e+06
@@ -665,6 +666,7 @@ func TestProtobufParse(t *testing.T) {
 				{
 					m:    "go_memstats_alloc_bytes_total",
 					help: "Total number of bytes allocated, even if freed.",
+					unit: "bytes",
 				},
 				{
 					m:   "go_memstats_alloc_bytes_total",
diff --git a/promql/bench_test.go b/promql/bench_test.go
index b7a4978de26..516b0d74823 100644
--- a/promql/bench_test.go
+++ b/promql/bench_test.go
@@ -33,6 +33,10 @@ func setupRangeQueryTestData(stor *teststorage.TestStorage, _ *Engine, interval,
 	ctx := context.Background()
 
 	metrics := []labels.Labels{}
+	// Generating test series: a_X, b_X, and h_X, where X can take values of one, ten, or hundred,
+	// representing the number of series each metric name contains.
+	// Metric a_X and b_X are simple metrics where h_X is a histogram.
+	// These metrics will have data for all test time range
 	metrics = append(metrics, labels.FromStrings("__name__", "a_one"))
 	metrics = append(metrics, labels.FromStrings("__name__", "b_one"))
 	for j := 0; j < 10; j++ {
@@ -59,6 +63,9 @@ func setupRangeQueryTestData(stor *teststorage.TestStorage, _ *Engine, interval,
 	}
 	refs := make([]storage.SeriesRef, len(metrics))
 
+	// Number points for each different label value of "l" for the sparse series
+	pointsPerSparseSeries := numIntervals / 50
+
 	for s := 0; s < numIntervals; s++ {
 		a := stor.Appender(context.Background())
 		ts := int64(s * interval)
@@ -66,10 +73,18 @@ func setupRangeQueryTestData(stor *teststorage.TestStorage, _ *Engine, interval,
 			ref, _ := a.Append(refs[i], metric, ts, float64(s)+float64(i)/float64(len(metrics)))
 			refs[i] = ref
 		}
+		// Generating a sparse time series: each label value of "l" will contain data only for
+		// pointsPerSparseSeries points
+		metric := labels.FromStrings("__name__", "sparse", "l", strconv.Itoa(s/pointsPerSparseSeries))
+		_, err := a.Append(0, metric, ts, float64(s)/float64(len(metrics)))
+		if err != nil {
+			return err
+		}
 		if err := a.Commit(); err != nil {
 			return err
 		}
 	}
+
 	stor.DB.ForceHeadMMap() // Ensure we have at most one head chunk for every series.
 	stor.DB.Compact(ctx)
 	return nil
@@ -94,6 +109,10 @@ func rangeQueryCases() []benchCase {
 			expr:  "rate(a_X[1m])",
 			steps: 10000,
 		},
+		{
+			expr:  "rate(sparse[1m])",
+			steps: 10000,
+		},
 		// Holt-Winters and long ranges.
 		{
 			expr: "holt_winters(a_X[1d], 0.3, 0.3)",
diff --git a/promql/fuzz_test.go b/promql/fuzz_test.go
index 08a04d98b66..1f0bbaa662e 100644
--- a/promql/fuzz_test.go
+++ b/promql/fuzz_test.go
@@ -13,7 +13,6 @@
 
 // Only build when go-fuzz is in use
 //go:build gofuzz
-// +build gofuzz
 
 package promql
 
diff --git a/promql/testdata/functions.test b/promql/testdata/functions.test
index b4547886a7e..c40a6272bcf 100644
--- a/promql/testdata/functions.test
+++ b/promql/testdata/functions.test
@@ -482,6 +482,19 @@ load 5m
 	http_requests{job="app-server", instance="0", group="canary"}		0+70x10
 	http_requests{job="app-server", instance="1", group="canary"}		0+80x10
 	http_requests{job="api-server", instance="2", group="production"}	0+10x10
+	cpu_time_total{job="cpu", cpu="0"} 0+10x10
+	cpu_time_total{job="cpu", cpu="1"} 0+10x10
+	cpu_time_total{job="cpu", cpu="2"} 0+10x10
+	cpu_time_total{job="cpu", cpu="3"} 0+10x10
+	cpu_time_total{job="cpu", cpu="10"} 0+10x10
+	cpu_time_total{job="cpu", cpu="11"} 0+10x10
+	cpu_time_total{job="cpu", cpu="12"} 0+10x10
+	cpu_time_total{job="cpu", cpu="20"} 0+10x10
+	cpu_time_total{job="cpu", cpu="21"} 0+10x10
+	cpu_time_total{job="cpu", cpu="100"} 0+10x10
+	node_uname_info{job="node_exporter", instance="4m600", release="1.2.3"} 0+10x10
+	node_uname_info{job="node_exporter", instance="4m5", release="1.11.3"} 0+10x10
+	node_uname_info{job="node_exporter", instance="4m1000", release="1.111.3"} 0+10x10
 
 eval_ordered instant at 50m sort_by_label(http_requests, "instance")
 	http_requests{group="production", instance="0", job="api-server"} 100
@@ -579,6 +592,28 @@ eval_ordered instant at 50m sort_by_label_desc(http_requests, "instance", "group
 	http_requests{group="canary", instance="0", job="app-server"} 700
 	http_requests{group="canary", instance="0", job="api-server"} 300
 
+eval_ordered instant at 50m sort_by_label(cpu_time_total, "cpu")
+	cpu_time_total{job="cpu", cpu="0"} 100
+	cpu_time_total{job="cpu", cpu="1"} 100
+	cpu_time_total{job="cpu", cpu="2"} 100
+	cpu_time_total{job="cpu", cpu="3"} 100
+	cpu_time_total{job="cpu", cpu="10"} 100
+	cpu_time_total{job="cpu", cpu="11"} 100
+	cpu_time_total{job="cpu", cpu="12"} 100
+	cpu_time_total{job="cpu", cpu="20"} 100
+	cpu_time_total{job="cpu", cpu="21"} 100
+	cpu_time_total{job="cpu", cpu="100"} 100
+
+eval_ordered instant at 50m sort_by_label(node_uname_info, "instance")
+	node_uname_info{job="node_exporter", instance="4m5", release="1.11.3"} 100
+	node_uname_info{job="node_exporter", instance="4m600", release="1.2.3"} 100
+	node_uname_info{job="node_exporter", instance="4m1000", release="1.111.3"} 100
+
+eval_ordered instant at 50m sort_by_label(node_uname_info, "release")
+	node_uname_info{job="node_exporter", instance="4m600", release="1.2.3"} 100
+	node_uname_info{job="node_exporter", instance="4m5", release="1.11.3"} 100
+	node_uname_info{job="node_exporter", instance="4m1000", release="1.111.3"} 100
+
 # Tests for holt_winters
 clear
 
diff --git a/promql/testdata/native_histograms.test b/promql/testdata/native_histograms.test
index b74886f73e7..5f0945d32f5 100644
--- a/promql/testdata/native_histograms.test
+++ b/promql/testdata/native_histograms.test
@@ -224,3 +224,14 @@ eval instant at 5m histogram_fraction(0, 4, balanced_histogram)
 # the first populated bucket after the span of empty buckets.
 eval instant at 5m histogram_quantile(0.5, balanced_histogram)
 	{} 0.5
+
+# Add histogram to test sum(last_over_time) regression
+load 5m
+    incr_sum_histogram{number="1"} {{schema:0 sum:0 count:0 buckets:[1]}}+{{schema:0 sum:1 count:1 buckets:[1]}}x10
+    incr_sum_histogram{number="2"} {{schema:0 sum:0 count:0 buckets:[1]}}+{{schema:0 sum:2 count:1 buckets:[1]}}x10
+
+eval instant at 50m histogram_sum(sum(incr_sum_histogram))
+    {} 30
+
+eval instant at 50m histogram_sum(sum(last_over_time(incr_sum_histogram[5m])))
+    {} 30
diff --git a/rules/manager_test.go b/rules/manager_test.go
index 6418c5a3701..07ec06104df 100644
--- a/rules/manager_test.go
+++ b/rules/manager_test.go
@@ -19,11 +19,13 @@ import (
 	"math"
 	"os"
 	"sort"
+	"sync"
 	"testing"
 	"time"
 
 	"github.com/go-kit/log"
 	"github.com/prometheus/client_golang/prometheus"
+	"github.com/prometheus/client_golang/prometheus/testutil"
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
 	"go.uber.org/atomic"
@@ -674,8 +676,10 @@ func TestDeletedRuleMarkedStale(t *testing.T) {
 		rules:                []Rule{},
 		seriesInPreviousEval: []map[string]labels.Labels{},
 		opts: &ManagerOptions{
-			Appendable: st,
+			Appendable:                st,
+			RuleConcurrencyController: sequentialRuleEvalController{},
 		},
+		metrics: NewGroupMetrics(nil),
 	}
 	newGroup.CopyState(oldGroup)
 
@@ -1397,8 +1401,621 @@ func TestNativeHistogramsInRecordingRules(t *testing.T) {
 
 	it := s.Iterator(nil)
 	require.Equal(t, chunkenc.ValFloatHistogram, it.Next())
-	tsp, fh := it.AtFloatHistogram()
+	tsp, fh := it.AtFloatHistogram(nil)
 	require.Equal(t, ts.Add(10*time.Second).UnixMilli(), tsp)
 	require.Equal(t, expHist, fh)
 	require.Equal(t, chunkenc.ValNone, it.Next())
 }
+
+func TestDependencyMap(t *testing.T) {
+	ctx := context.Background()
+	opts := &ManagerOptions{
+		Context: ctx,
+		Logger:  log.NewNopLogger(),
+	}
+
+	expr, err := parser.ParseExpr("sum by (user) (rate(requests[1m]))")
+	require.NoError(t, err)
+	rule := NewRecordingRule("user:requests:rate1m", expr, labels.Labels{})
+
+	expr, err = parser.ParseExpr("user:requests:rate1m <= 0")
+	require.NoError(t, err)
+	rule2 := NewAlertingRule("ZeroRequests", expr, 0, 0, labels.Labels{}, labels.Labels{}, labels.EmptyLabels(), "", true, log.NewNopLogger())
+
+	expr, err = parser.ParseExpr("sum by (user) (rate(requests[5m]))")
+	require.NoError(t, err)
+	rule3 := NewRecordingRule("user:requests:rate5m", expr, labels.Labels{})
+
+	expr, err = parser.ParseExpr("increase(user:requests:rate1m[1h])")
+	require.NoError(t, err)
+	rule4 := NewRecordingRule("user:requests:increase1h", expr, labels.Labels{})
+
+	group := NewGroup(GroupOptions{
+		Name:     "rule_group",
+		Interval: time.Second,
+		Rules:    []Rule{rule, rule2, rule3, rule4},
+		Opts:     opts,
+	})
+
+	depMap := buildDependencyMap(group.rules)
+
+	require.Zero(t, depMap.dependencies(rule))
+	require.Equal(t, 2, depMap.dependents(rule))
+	require.False(t, depMap.isIndependent(rule))
+
+	require.Zero(t, depMap.dependents(rule2))
+	require.Equal(t, 1, depMap.dependencies(rule2))
+	require.False(t, depMap.isIndependent(rule2))
+
+	require.Zero(t, depMap.dependents(rule3))
+	require.Zero(t, depMap.dependencies(rule3))
+	require.True(t, depMap.isIndependent(rule3))
+
+	require.Zero(t, depMap.dependents(rule4))
+	require.Equal(t, 1, depMap.dependencies(rule4))
+	require.False(t, depMap.isIndependent(rule4))
+}
+
+func TestNoDependency(t *testing.T) {
+	ctx := context.Background()
+	opts := &ManagerOptions{
+		Context: ctx,
+		Logger:  log.NewNopLogger(),
+	}
+
+	expr, err := parser.ParseExpr("sum by (user) (rate(requests[1m]))")
+	require.NoError(t, err)
+	rule := NewRecordingRule("user:requests:rate1m", expr, labels.Labels{})
+
+	group := NewGroup(GroupOptions{
+		Name:     "rule_group",
+		Interval: time.Second,
+		Rules:    []Rule{rule},
+		Opts:     opts,
+	})
+
+	depMap := buildDependencyMap(group.rules)
+	// A group with only one rule cannot have dependencies.
+	require.Empty(t, depMap)
+}
+
+func TestDependenciesEdgeCases(t *testing.T) {
+	ctx := context.Background()
+	opts := &ManagerOptions{
+		Context: ctx,
+		Logger:  log.NewNopLogger(),
+	}
+
+	t.Run("empty group", func(t *testing.T) {
+		group := NewGroup(GroupOptions{
+			Name:     "rule_group",
+			Interval: time.Second,
+			Rules:    []Rule{}, // empty group
+			Opts:     opts,
+		})
+
+		expr, err := parser.ParseExpr("sum by (user) (rate(requests[1m]))")
+		require.NoError(t, err)
+		rule := NewRecordingRule("user:requests:rate1m", expr, labels.Labels{})
+
+		depMap := buildDependencyMap(group.rules)
+		// A group with no rules has no dependency map, but doesn't panic if the map is queried.
+		require.Empty(t, depMap)
+		require.True(t, depMap.isIndependent(rule))
+	})
+
+	t.Run("rules which reference no series", func(t *testing.T) {
+		expr, err := parser.ParseExpr("one")
+		require.NoError(t, err)
+		rule1 := NewRecordingRule("1", expr, labels.Labels{})
+
+		expr, err = parser.ParseExpr("two")
+		require.NoError(t, err)
+		rule2 := NewRecordingRule("2", expr, labels.Labels{})
+
+		group := NewGroup(GroupOptions{
+			Name:     "rule_group",
+			Interval: time.Second,
+			Rules:    []Rule{rule1, rule2},
+			Opts:     opts,
+		})
+
+		depMap := buildDependencyMap(group.rules)
+		// A group with rules which reference no series will still produce a dependency map
+		require.True(t, depMap.isIndependent(rule1))
+		require.True(t, depMap.isIndependent(rule2))
+	})
+
+	t.Run("rule with regexp matcher on metric name", func(t *testing.T) {
+		expr, err := parser.ParseExpr("sum(requests)")
+		require.NoError(t, err)
+		rule1 := NewRecordingRule("first", expr, labels.Labels{})
+
+		expr, err = parser.ParseExpr(`sum({__name__=~".+"})`)
+		require.NoError(t, err)
+		rule2 := NewRecordingRule("second", expr, labels.Labels{})
+
+		group := NewGroup(GroupOptions{
+			Name:     "rule_group",
+			Interval: time.Second,
+			Rules:    []Rule{rule1, rule2},
+			Opts:     opts,
+		})
+
+		depMap := buildDependencyMap(group.rules)
+		// A rule with regexp matcher on metric name causes the whole group to be indeterminate.
+		require.False(t, depMap.isIndependent(rule1))
+		require.False(t, depMap.isIndependent(rule2))
+	})
+
+	t.Run("rule with not equal matcher on metric name", func(t *testing.T) {
+		expr, err := parser.ParseExpr("sum(requests)")
+		require.NoError(t, err)
+		rule1 := NewRecordingRule("first", expr, labels.Labels{})
+
+		expr, err = parser.ParseExpr(`sum({__name__!="requests", service="app"})`)
+		require.NoError(t, err)
+		rule2 := NewRecordingRule("second", expr, labels.Labels{})
+
+		group := NewGroup(GroupOptions{
+			Name:     "rule_group",
+			Interval: time.Second,
+			Rules:    []Rule{rule1, rule2},
+			Opts:     opts,
+		})
+
+		depMap := buildDependencyMap(group.rules)
+		// A rule with not equal matcher on metric name causes the whole group to be indeterminate.
+		require.False(t, depMap.isIndependent(rule1))
+		require.False(t, depMap.isIndependent(rule2))
+	})
+
+	t.Run("rule with not regexp matcher on metric name", func(t *testing.T) {
+		expr, err := parser.ParseExpr("sum(requests)")
+		require.NoError(t, err)
+		rule1 := NewRecordingRule("first", expr, labels.Labels{})
+
+		expr, err = parser.ParseExpr(`sum({__name__!~"requests.+", service="app"})`)
+		require.NoError(t, err)
+		rule2 := NewRecordingRule("second", expr, labels.Labels{})
+
+		group := NewGroup(GroupOptions{
+			Name:     "rule_group",
+			Interval: time.Second,
+			Rules:    []Rule{rule1, rule2},
+			Opts:     opts,
+		})
+
+		depMap := buildDependencyMap(group.rules)
+		// A rule with not regexp matcher on metric name causes the whole group to be indeterminate.
+		require.False(t, depMap.isIndependent(rule1))
+		require.False(t, depMap.isIndependent(rule2))
+	})
+
+	t.Run("rule querying ALERTS metric", func(t *testing.T) {
+		expr, err := parser.ParseExpr("sum(requests)")
+		require.NoError(t, err)
+		rule1 := NewRecordingRule("first", expr, labels.Labels{})
+
+		expr, err = parser.ParseExpr(`sum(ALERTS{alertname="test"})`)
+		require.NoError(t, err)
+		rule2 := NewRecordingRule("second", expr, labels.Labels{})
+
+		group := NewGroup(GroupOptions{
+			Name:     "rule_group",
+			Interval: time.Second,
+			Rules:    []Rule{rule1, rule2},
+			Opts:     opts,
+		})
+
+		depMap := buildDependencyMap(group.rules)
+		// A rule querying ALERTS metric causes the whole group to be indeterminate.
+		require.False(t, depMap.isIndependent(rule1))
+		require.False(t, depMap.isIndependent(rule2))
+	})
+
+	t.Run("rule querying ALERTS_FOR_STATE metric", func(t *testing.T) {
+		expr, err := parser.ParseExpr("sum(requests)")
+		require.NoError(t, err)
+		rule1 := NewRecordingRule("first", expr, labels.Labels{})
+
+		expr, err = parser.ParseExpr(`sum(ALERTS_FOR_STATE{alertname="test"})`)
+		require.NoError(t, err)
+		rule2 := NewRecordingRule("second", expr, labels.Labels{})
+
+		group := NewGroup(GroupOptions{
+			Name:     "rule_group",
+			Interval: time.Second,
+			Rules:    []Rule{rule1, rule2},
+			Opts:     opts,
+		})
+
+		depMap := buildDependencyMap(group.rules)
+		// A rule querying ALERTS_FOR_STATE metric causes the whole group to be indeterminate.
+		require.False(t, depMap.isIndependent(rule1))
+		require.False(t, depMap.isIndependent(rule2))
+	})
+}
+
+func TestNoMetricSelector(t *testing.T) {
+	ctx := context.Background()
+	opts := &ManagerOptions{
+		Context: ctx,
+		Logger:  log.NewNopLogger(),
+	}
+
+	expr, err := parser.ParseExpr("sum by (user) (rate(requests[1m]))")
+	require.NoError(t, err)
+	rule := NewRecordingRule("user:requests:rate1m", expr, labels.Labels{})
+
+	expr, err = parser.ParseExpr(`count({user="bob"})`)
+	require.NoError(t, err)
+	rule2 := NewRecordingRule("user:requests:rate1m", expr, labels.Labels{})
+
+	group := NewGroup(GroupOptions{
+		Name:     "rule_group",
+		Interval: time.Second,
+		Rules:    []Rule{rule, rule2},
+		Opts:     opts,
+	})
+
+	depMap := buildDependencyMap(group.rules)
+	// A rule with no metric selector cannot be reliably determined to have no dependencies on other rules, and therefore
+	// all rules are not considered independent.
+	require.False(t, depMap.isIndependent(rule))
+	require.False(t, depMap.isIndependent(rule2))
+}
+
+func TestDependentRulesWithNonMetricExpression(t *testing.T) {
+	ctx := context.Background()
+	opts := &ManagerOptions{
+		Context: ctx,
+		Logger:  log.NewNopLogger(),
+	}
+
+	expr, err := parser.ParseExpr("sum by (user) (rate(requests[1m]))")
+	require.NoError(t, err)
+	rule := NewRecordingRule("user:requests:rate1m", expr, labels.Labels{})
+
+	expr, err = parser.ParseExpr("user:requests:rate1m <= 0")
+	require.NoError(t, err)
+	rule2 := NewAlertingRule("ZeroRequests", expr, 0, 0, labels.Labels{}, labels.Labels{}, labels.EmptyLabels(), "", true, log.NewNopLogger())
+
+	expr, err = parser.ParseExpr("3")
+	require.NoError(t, err)
+	rule3 := NewRecordingRule("three", expr, labels.Labels{})
+
+	group := NewGroup(GroupOptions{
+		Name:     "rule_group",
+		Interval: time.Second,
+		Rules:    []Rule{rule, rule2, rule3},
+		Opts:     opts,
+	})
+
+	depMap := buildDependencyMap(group.rules)
+	require.False(t, depMap.isIndependent(rule))
+	require.False(t, depMap.isIndependent(rule2))
+	require.True(t, depMap.isIndependent(rule3))
+}
+
+func TestRulesDependentOnMetaMetrics(t *testing.T) {
+	ctx := context.Background()
+	opts := &ManagerOptions{
+		Context: ctx,
+		Logger:  log.NewNopLogger(),
+	}
+
+	// This rule is not dependent on any other rules in its group but it does depend on `ALERTS`, which is produced by
+	// the rule engine, and is therefore not independent.
+	expr, err := parser.ParseExpr("count(ALERTS)")
+	require.NoError(t, err)
+	rule := NewRecordingRule("alert_count", expr, labels.Labels{})
+
+	// Create another rule so a dependency map is built (no map is built if a group contains one or fewer rules).
+	expr, err = parser.ParseExpr("1")
+	require.NoError(t, err)
+	rule2 := NewRecordingRule("one", expr, labels.Labels{})
+
+	group := NewGroup(GroupOptions{
+		Name:     "rule_group",
+		Interval: time.Second,
+		Rules:    []Rule{rule, rule2},
+		Opts:     opts,
+	})
+
+	depMap := buildDependencyMap(group.rules)
+	require.False(t, depMap.isIndependent(rule))
+}
+
+func TestDependencyMapUpdatesOnGroupUpdate(t *testing.T) {
+	files := []string{"fixtures/rules.yaml"}
+	ruleManager := NewManager(&ManagerOptions{
+		Context: context.Background(),
+		Logger:  log.NewNopLogger(),
+	})
+
+	ruleManager.start()
+	defer ruleManager.Stop()
+
+	err := ruleManager.Update(10*time.Second, files, labels.EmptyLabels(), "", nil)
+	require.NoError(t, err)
+	require.NotEmpty(t, ruleManager.groups, "expected non-empty rule groups")
+
+	orig := make(map[string]dependencyMap, len(ruleManager.groups))
+	for _, g := range ruleManager.groups {
+		depMap := buildDependencyMap(g.rules)
+		// No dependency map is expected because there is only one rule in the group.
+		require.Empty(t, depMap)
+		orig[g.Name()] = depMap
+	}
+
+	// Update once without changing groups.
+	err = ruleManager.Update(10*time.Second, files, labels.EmptyLabels(), "", nil)
+	require.NoError(t, err)
+	for h, g := range ruleManager.groups {
+		depMap := buildDependencyMap(g.rules)
+		// Dependency maps are the same because of no updates.
+		if orig[h] == nil {
+			require.Empty(t, orig[h])
+			require.Empty(t, depMap)
+		} else {
+			require.Equal(t, orig[h], depMap)
+		}
+
+	}
+
+	// Groups will be recreated when updated.
+	files[0] = "fixtures/rules_dependencies.yaml"
+	err = ruleManager.Update(10*time.Second, files, labels.EmptyLabels(), "", nil)
+	require.NoError(t, err)
+
+	for h, g := range ruleManager.groups {
+		const ruleName = "job:http_requests:rate5m"
+		var rr *RecordingRule
+
+		for _, r := range g.rules {
+			if r.Name() == ruleName {
+				rr = r.(*RecordingRule)
+			}
+		}
+
+		require.NotEmptyf(t, rr, "expected to find %q recording rule in fixture", ruleName)
+
+		depMap := buildDependencyMap(g.rules)
+		// Dependency maps must change because the groups would've been updated.
+		require.NotEqual(t, orig[h], depMap)
+		// We expect there to be some dependencies since the new rule group contains a dependency.
+		require.NotEmpty(t, depMap)
+		require.Equal(t, 1, depMap.dependents(rr))
+		require.Zero(t, depMap.dependencies(rr))
+	}
+}
+
+func TestAsyncRuleEvaluation(t *testing.T) {
+	storage := teststorage.New(t)
+	t.Cleanup(func() { storage.Close() })
+
+	var (
+		inflightQueries atomic.Int32
+		maxInflight     atomic.Int32
+	)
+
+	t.Run("synchronous evaluation with independent rules", func(t *testing.T) {
+		// Reset.
+		inflightQueries.Store(0)
+		maxInflight.Store(0)
+
+		ctx, cancel := context.WithCancel(context.Background())
+		t.Cleanup(cancel)
+
+		ruleManager := NewManager(optsFactory(storage, &maxInflight, &inflightQueries, 0))
+		groups, errs := ruleManager.LoadGroups(time.Second, labels.EmptyLabels(), "", nil, []string{"fixtures/rules_multiple.yaml"}...)
+		require.Empty(t, errs)
+		require.Len(t, groups, 1)
+
+		ruleCount := 4
+
+		for _, group := range groups {
+			require.Len(t, group.rules, ruleCount)
+
+			start := time.Now()
+			group.Eval(ctx, start)
+
+			// Never expect more than 1 inflight query at a time.
+			require.EqualValues(t, 1, maxInflight.Load())
+			// Each rule should take at least 1 second to execute sequentially.
+			require.GreaterOrEqual(t, time.Since(start).Seconds(), (time.Duration(ruleCount) * artificialDelay).Seconds())
+			// Each rule produces one vector.
+			require.EqualValues(t, ruleCount, testutil.ToFloat64(group.metrics.GroupSamples))
+		}
+	})
+
+	t.Run("asynchronous evaluation with independent and dependent rules", func(t *testing.T) {
+		// Reset.
+		inflightQueries.Store(0)
+		maxInflight.Store(0)
+
+		ctx, cancel := context.WithCancel(context.Background())
+		t.Cleanup(cancel)
+
+		ruleCount := 4
+		opts := optsFactory(storage, &maxInflight, &inflightQueries, 0)
+
+		// Configure concurrency settings.
+		opts.ConcurrentEvalsEnabled = true
+		opts.MaxConcurrentEvals = 2
+		opts.RuleConcurrencyController = nil
+		ruleManager := NewManager(opts)
+
+		groups, errs := ruleManager.LoadGroups(time.Second, labels.EmptyLabels(), "", nil, []string{"fixtures/rules_multiple.yaml"}...)
+		require.Empty(t, errs)
+		require.Len(t, groups, 1)
+
+		for _, group := range groups {
+			require.Len(t, group.rules, ruleCount)
+
+			start := time.Now()
+			group.Eval(ctx, start)
+
+			// Max inflight can be 1 synchronous eval and up to MaxConcurrentEvals concurrent evals.
+			require.EqualValues(t, opts.MaxConcurrentEvals+1, maxInflight.Load())
+			// Some rules should execute concurrently so should complete quicker.
+			require.Less(t, time.Since(start).Seconds(), (time.Duration(ruleCount) * artificialDelay).Seconds())
+			// Each rule produces one vector.
+			require.EqualValues(t, ruleCount, testutil.ToFloat64(group.metrics.GroupSamples))
+		}
+	})
+
+	t.Run("asynchronous evaluation of all independent rules, insufficient concurrency", func(t *testing.T) {
+		// Reset.
+		inflightQueries.Store(0)
+		maxInflight.Store(0)
+
+		ctx, cancel := context.WithCancel(context.Background())
+		t.Cleanup(cancel)
+
+		ruleCount := 6
+		opts := optsFactory(storage, &maxInflight, &inflightQueries, 0)
+
+		// Configure concurrency settings.
+		opts.ConcurrentEvalsEnabled = true
+		opts.MaxConcurrentEvals = 2
+		opts.RuleConcurrencyController = nil
+		ruleManager := NewManager(opts)
+
+		groups, errs := ruleManager.LoadGroups(time.Second, labels.EmptyLabels(), "", nil, []string{"fixtures/rules_multiple_independent.yaml"}...)
+		require.Empty(t, errs)
+		require.Len(t, groups, 1)
+
+		for _, group := range groups {
+			require.Len(t, group.rules, ruleCount)
+
+			start := time.Now()
+			group.Eval(ctx, start)
+
+			// Max inflight can be 1 synchronous eval and up to MaxConcurrentEvals concurrent evals.
+			require.EqualValues(t, opts.MaxConcurrentEvals+1, maxInflight.Load())
+			// Some rules should execute concurrently so should complete quicker.
+			require.Less(t, time.Since(start).Seconds(), (time.Duration(ruleCount) * artificialDelay).Seconds())
+			// Each rule produces one vector.
+			require.EqualValues(t, ruleCount, testutil.ToFloat64(group.metrics.GroupSamples))
+
+		}
+	})
+
+	t.Run("asynchronous evaluation of all independent rules, sufficient concurrency", func(t *testing.T) {
+		// Reset.
+		inflightQueries.Store(0)
+		maxInflight.Store(0)
+
+		ctx, cancel := context.WithCancel(context.Background())
+		t.Cleanup(cancel)
+
+		ruleCount := 6
+		opts := optsFactory(storage, &maxInflight, &inflightQueries, 0)
+
+		// Configure concurrency settings.
+		opts.ConcurrentEvalsEnabled = true
+		opts.MaxConcurrentEvals = int64(ruleCount) * 2
+		opts.RuleConcurrencyController = nil
+		ruleManager := NewManager(opts)
+
+		groups, errs := ruleManager.LoadGroups(time.Second, labels.EmptyLabels(), "", nil, []string{"fixtures/rules_multiple_independent.yaml"}...)
+		require.Empty(t, errs)
+		require.Len(t, groups, 1)
+
+		for _, group := range groups {
+			require.Len(t, group.rules, ruleCount)
+
+			start := time.Now()
+
+			group.Eval(ctx, start)
+
+			// Max inflight can be up to MaxConcurrentEvals concurrent evals, since there is sufficient concurrency to run all rules at once.
+			require.LessOrEqual(t, int64(maxInflight.Load()), opts.MaxConcurrentEvals)
+			// Some rules should execute concurrently so should complete quicker.
+			require.Less(t, time.Since(start).Seconds(), (time.Duration(ruleCount) * artificialDelay).Seconds())
+			// Each rule produces one vector.
+			require.EqualValues(t, ruleCount, testutil.ToFloat64(group.metrics.GroupSamples))
+		}
+	})
+}
+
+func TestBoundedRuleEvalConcurrency(t *testing.T) {
+	storage := teststorage.New(t)
+	t.Cleanup(func() { storage.Close() })
+
+	var (
+		inflightQueries atomic.Int32
+		maxInflight     atomic.Int32
+		maxConcurrency  int64 = 3
+		groupCount            = 2
+	)
+
+	files := []string{"fixtures/rules_multiple_groups.yaml"}
+
+	ruleManager := NewManager(optsFactory(storage, &maxInflight, &inflightQueries, maxConcurrency))
+
+	groups, errs := ruleManager.LoadGroups(time.Second, labels.EmptyLabels(), "", nil, files...)
+	require.Empty(t, errs)
+	require.Len(t, groups, groupCount)
+
+	ctx, cancel := context.WithCancel(context.Background())
+	t.Cleanup(cancel)
+
+	// Evaluate groups concurrently (like they normally do).
+	var wg sync.WaitGroup
+	for _, group := range groups {
+		group := group
+
+		wg.Add(1)
+		go func() {
+			group.Eval(ctx, time.Now())
+			wg.Done()
+		}()
+	}
+
+	wg.Wait()
+
+	// Synchronous queries also count towards inflight, so at most we can have maxConcurrency+$groupCount inflight evaluations.
+	require.EqualValues(t, maxInflight.Load(), int32(maxConcurrency)+int32(groupCount))
+}
+
+const artificialDelay = 10 * time.Millisecond
+
+func optsFactory(storage storage.Storage, maxInflight, inflightQueries *atomic.Int32, maxConcurrent int64) *ManagerOptions {
+	var inflightMu sync.Mutex
+
+	concurrent := maxConcurrent > 0
+
+	return &ManagerOptions{
+		Context:                context.Background(),
+		Logger:                 log.NewNopLogger(),
+		ConcurrentEvalsEnabled: concurrent,
+		MaxConcurrentEvals:     maxConcurrent,
+		Appendable:             storage,
+		QueryFunc: func(ctx context.Context, q string, ts time.Time) (promql.Vector, error) {
+			inflightMu.Lock()
+
+			current := inflightQueries.Add(1)
+			defer func() {
+				inflightQueries.Add(-1)
+			}()
+
+			highWatermark := maxInflight.Load()
+
+			if current > highWatermark {
+				maxInflight.Store(current)
+			}
+			inflightMu.Unlock()
+
+			// Artificially delay all query executions to highlight concurrent execution improvement.
+			time.Sleep(artificialDelay)
+
+			// Return a stub sample.
+			return promql.Vector{
+				promql.Sample{Metric: labels.FromStrings("__name__", "test"), T: ts.UnixMilli(), F: 12345},
+			}, nil
+		},
+	}
+}
diff --git a/scrape/scrape_test.go b/scrape/scrape_test.go
index 1a416eeb6f0..95e4e182a0e 100644
--- a/scrape/scrape_test.go
+++ b/scrape/scrape_test.go
@@ -513,7 +513,7 @@ func TestScrapePoolAppender(t *testing.T) {
 	appl, ok := loop.(*scrapeLoop)
 	require.True(t, ok, "Expected scrapeLoop but got %T", loop)
 
-	wrapped := appender(appl.appender(context.Background()), 0, 0)
+	wrapped := appender(appl.appender(context.Background()), 0, 0, nativeHistogramMaxSchema)
 
 	tl, ok := wrapped.(*timeLimitAppender)
 	require.True(t, ok, "Expected timeLimitAppender but got %T", wrapped)
@@ -529,7 +529,7 @@ func TestScrapePoolAppender(t *testing.T) {
 	appl, ok = loop.(*scrapeLoop)
 	require.True(t, ok, "Expected scrapeLoop but got %T", loop)
 
-	wrapped = appender(appl.appender(context.Background()), sampleLimit, 0)
+	wrapped = appender(appl.appender(context.Background()), sampleLimit, 0, nativeHistogramMaxSchema)
 
 	sl, ok := wrapped.(*limitAppender)
 	require.True(t, ok, "Expected limitAppender but got %T", wrapped)
@@ -540,7 +540,7 @@ func TestScrapePoolAppender(t *testing.T) {
 	_, ok = tl.Appender.(nopAppender)
 	require.True(t, ok, "Expected base appender but got %T", tl.Appender)
 
-	wrapped = appender(appl.appender(context.Background()), sampleLimit, 100)
+	wrapped = appender(appl.appender(context.Background()), sampleLimit, 100, nativeHistogramMaxSchema)
 
 	bl, ok := wrapped.(*bucketLimitAppender)
 	require.True(t, ok, "Expected bucketLimitAppender but got %T", wrapped)
@@ -553,6 +553,23 @@ func TestScrapePoolAppender(t *testing.T) {
 
 	_, ok = tl.Appender.(nopAppender)
 	require.True(t, ok, "Expected base appender but got %T", tl.Appender)
+
+	wrapped = appender(appl.appender(context.Background()), sampleLimit, 100, 0)
+
+	ml, ok := wrapped.(*maxSchemaAppender)
+	require.True(t, ok, "Expected maxSchemaAppender but got %T", wrapped)
+
+	bl, ok = ml.Appender.(*bucketLimitAppender)
+	require.True(t, ok, "Expected bucketLimitAppender but got %T", wrapped)
+
+	sl, ok = bl.Appender.(*limitAppender)
+	require.True(t, ok, "Expected limitAppender but got %T", bl)
+
+	tl, ok = sl.Appender.(*timeLimitAppender)
+	require.True(t, ok, "Expected timeLimitAppender but got %T", sl.Appender)
+
+	_, ok = tl.Appender.(nopAppender)
+	require.True(t, ok, "Expected base appender but got %T", tl.Appender)
 }
 
 func TestScrapePoolRaces(t *testing.T) {
@@ -653,7 +670,7 @@ func newBasicScrapeLoop(t testing.TB, ctx context.Context, scraper scraper, app
 		true,
 		false,
 		true,
-		0, 0,
+		0, 0, nativeHistogramMaxSchema,
 		nil,
 		interval,
 		time.Hour,
@@ -796,7 +813,7 @@ func TestScrapeLoopRun(t *testing.T) {
 		true,
 		false,
 		true,
-		0, 0,
+		0, 0, nativeHistogramMaxSchema,
 		nil,
 		time.Second,
 		time.Hour,
@@ -942,7 +959,7 @@ func TestScrapeLoopMetadata(t *testing.T) {
 		true,
 		false,
 		true,
-		0, 0,
+		0, 0, nativeHistogramMaxSchema,
 		nil,
 		0,
 		0,
@@ -1194,7 +1211,9 @@ func TestScrapeLoopCache(t *testing.T) {
 	)
 
 	ctx, cancel := context.WithCancel(context.Background())
-	sl := newBasicScrapeLoop(t, ctx, scraper, app, 10*time.Millisecond)
+	// Decreasing the scrape interval could make the test fail, as multiple scrapes might be initiated at identical millisecond timestamps.
+	// See https://github.com/prometheus/prometheus/issues/12727.
+	sl := newBasicScrapeLoop(t, ctx, scraper, app, 100*time.Millisecond)
 
 	numScrapes := 0
 
@@ -3465,3 +3484,73 @@ func TestScrapeLoopCompression(t *testing.T) {
 		})
 	}
 }
+
+func TestPickSchema(t *testing.T) {
+	tcs := []struct {
+		factor float64
+		schema int32
+	}{
+		{
+			factor: 65536,
+			schema: -4,
+		},
+		{
+			factor: 256,
+			schema: -3,
+		},
+		{
+			factor: 16,
+			schema: -2,
+		},
+		{
+			factor: 4,
+			schema: -1,
+		},
+		{
+			factor: 2,
+			schema: 0,
+		},
+		{
+			factor: 1.4,
+			schema: 1,
+		},
+		{
+			factor: 1.1,
+			schema: 2,
+		},
+		{
+			factor: 1.09,
+			schema: 3,
+		},
+		{
+			factor: 1.04,
+			schema: 4,
+		},
+		{
+			factor: 1.02,
+			schema: 5,
+		},
+		{
+			factor: 1.01,
+			schema: 6,
+		},
+		{
+			factor: 1.005,
+			schema: 7,
+		},
+		{
+			factor: 1.002,
+			schema: 8,
+		},
+		// The default value of native_histogram_min_bucket_factor
+		{
+			factor: 0,
+			schema: 8,
+		},
+	}
+
+	for _, tc := range tcs {
+		schema := pickSchema(tc.factor)
+		require.Equal(t, tc.schema, schema)
+	}
+}
diff --git a/scrape/target_test.go b/scrape/target_test.go
index f37c75a7697..dac502a80e2 100644
--- a/scrape/target_test.go
+++ b/scrape/target_test.go
@@ -590,3 +590,64 @@ func TestBucketLimitAppender(t *testing.T) {
 		}
 	}
 }
+
+func TestMaxSchemaAppender(t *testing.T) {
+	example := histogram.Histogram{
+		Schema:        0,
+		Count:         21,
+		Sum:           33,
+		ZeroThreshold: 0.001,
+		ZeroCount:     3,
+		PositiveSpans: []histogram.Span{
+			{Offset: 0, Length: 3},
+		},
+		PositiveBuckets: []int64{3, 0, 0},
+		NegativeSpans: []histogram.Span{
+			{Offset: 0, Length: 3},
+		},
+		NegativeBuckets: []int64{3, 0, 0},
+	}
+
+	cases := []struct {
+		h            histogram.Histogram
+		maxSchema    int32
+		expectSchema int32
+	}{
+		{
+			h:            example,
+			maxSchema:    -1,
+			expectSchema: -1,
+		},
+		{
+			h:            example,
+			maxSchema:    0,
+			expectSchema: 0,
+		},
+	}
+
+	resApp := &collectResultAppender{}
+
+	for _, c := range cases {
+		for _, floatHisto := range []bool{true, false} {
+			t.Run(fmt.Sprintf("floatHistogram=%t", floatHisto), func(t *testing.T) {
+				app := &maxSchemaAppender{Appender: resApp, maxSchema: c.maxSchema}
+				ts := int64(10 * time.Minute / time.Millisecond)
+				lbls := labels.FromStrings("__name__", "sparse_histogram_series")
+				var err error
+				if floatHisto {
+					fh := c.h.Copy().ToFloat(nil)
+					_, err = app.AppendHistogram(0, lbls, ts, nil, fh)
+					require.Equal(t, c.expectSchema, fh.Schema)
+					require.NoError(t, err)
+
+				} else {
+					h := c.h.Copy()
+					_, err = app.AppendHistogram(0, lbls, ts, h, nil)
+					require.Equal(t, c.expectSchema, h.Schema)
+					require.NoError(t, err)
+				}
+				require.NoError(t, app.Commit())
+			})
+		}
+	}
+}
diff --git a/storage/buffer_test.go b/storage/buffer_test.go
index 12e6ff0f057..61074c2122d 100644
--- a/storage/buffer_test.go
+++ b/storage/buffer_test.go
@@ -277,11 +277,11 @@ func (m *mockSeriesIterator) At() (int64, float64)            { return m.at() }
 func (m *mockSeriesIterator) Next() chunkenc.ValueType        { return m.next() }
 func (m *mockSeriesIterator) Err() error                      { return m.err() }
 
-func (m *mockSeriesIterator) AtHistogram() (int64, *histogram.Histogram) {
+func (m *mockSeriesIterator) AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram) {
 	return 0, nil // Not really mocked.
 }
 
-func (m *mockSeriesIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
+func (m *mockSeriesIterator) AtFloatHistogram(*histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
 	return 0, nil // Not really mocked.
 }
 
@@ -303,11 +303,11 @@ func (it *fakeSeriesIterator) At() (int64, float64) {
 	return it.idx * it.step, 123 // Value doesn't matter.
 }
 
-func (it *fakeSeriesIterator) AtHistogram() (int64, *histogram.Histogram) {
+func (it *fakeSeriesIterator) AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram) {
 	return it.idx * it.step, &histogram.Histogram{} // Value doesn't matter.
 }
 
-func (it *fakeSeriesIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
+func (it *fakeSeriesIterator) AtFloatHistogram(*histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
 	return it.idx * it.step, &histogram.FloatHistogram{} // Value doesn't matter.
 }
 
diff --git a/storage/merge_test.go b/storage/merge_test.go
index 02c2a34094d..05e1c75278c 100644
--- a/storage/merge_test.go
+++ b/storage/merge_test.go
@@ -1173,10 +1173,10 @@ func TestChainSampleIteratorSeek(t *testing.T) {
 					t, f := merged.At()
 					actual = append(actual, fSample{t, f})
 				case chunkenc.ValHistogram:
-					t, h := merged.AtHistogram()
+					t, h := merged.AtHistogram(nil)
 					actual = append(actual, hSample{t, h})
 				case chunkenc.ValFloatHistogram:
-					t, fh := merged.AtFloatHistogram()
+					t, fh := merged.AtFloatHistogram(nil)
 					actual = append(actual, fhSample{t, fh})
 				}
 				s, err := ExpandSamples(merged, nil)
@@ -1259,10 +1259,10 @@ func TestChainSampleIteratorSeekHistogramCounterResetHint(t *testing.T) {
 					t, f := merged.At()
 					actual = append(actual, fSample{t, f})
 				case chunkenc.ValHistogram:
-					t, h := merged.AtHistogram()
+					t, h := merged.AtHistogram(nil)
 					actual = append(actual, hSample{t, h})
 				case chunkenc.ValFloatHistogram:
-					t, fh := merged.AtFloatHistogram()
+					t, fh := merged.AtFloatHistogram(nil)
 					actual = append(actual, fhSample{t, fh})
 				}
 				s, err := ExpandSamples(merged, nil)
@@ -1629,11 +1629,11 @@ func (e errIterator) At() (int64, float64) {
 	return 0, 0
 }
 
-func (e errIterator) AtHistogram() (int64, *histogram.Histogram) {
+func (e errIterator) AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram) {
 	return 0, nil
 }
 
-func (e errIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
+func (e errIterator) AtFloatHistogram(*histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
 	return 0, nil
 }
 
diff --git a/storage/remote/codec_test.go b/storage/remote/codec_test.go
index 0fc8088e596..abd72682158 100644
--- a/storage/remote/codec_test.go
+++ b/storage/remote/codec_test.go
@@ -19,6 +19,7 @@ import (
 	"sync"
 	"testing"
 
+	"github.com/go-kit/log"
 	"github.com/gogo/protobuf/proto"
 	"github.com/prometheus/common/model"
 	"github.com/stretchr/testify/require"
@@ -319,31 +320,31 @@ func TestConcreteSeriesIterator_HistogramSamples(t *testing.T) {
 
 	// Seek to the first sample with ts=1.
 	require.Equal(t, chunkenc.ValHistogram, it.Seek(1))
-	ts, v := it.AtHistogram()
+	ts, v := it.AtHistogram(nil)
 	require.Equal(t, int64(1), ts)
 	require.Equal(t, histograms[0], v)
 
 	// Seek one further, next sample still has ts=1.
 	require.Equal(t, chunkenc.ValHistogram, it.Next())
-	ts, v = it.AtHistogram()
+	ts, v = it.AtHistogram(nil)
 	require.Equal(t, int64(1), ts)
 	require.Equal(t, histograms[1], v)
 
 	// Seek again to 1 and make sure we stay where we are.
 	require.Equal(t, chunkenc.ValHistogram, it.Seek(1))
-	ts, v = it.AtHistogram()
+	ts, v = it.AtHistogram(nil)
 	require.Equal(t, int64(1), ts)
 	require.Equal(t, histograms[1], v)
 
 	// Another seek.
 	require.Equal(t, chunkenc.ValHistogram, it.Seek(3))
-	ts, v = it.AtHistogram()
+	ts, v = it.AtHistogram(nil)
 	require.Equal(t, int64(3), ts)
 	require.Equal(t, histograms[3], v)
 
 	// And we don't go back.
 	require.Equal(t, chunkenc.ValHistogram, it.Seek(2))
-	ts, v = it.AtHistogram()
+	ts, v = it.AtHistogram(nil)
 	require.Equal(t, int64(3), ts)
 	require.Equal(t, histograms[3], v)
 
@@ -388,12 +389,12 @@ func TestConcreteSeriesIterator_FloatAndHistogramSamples(t *testing.T) {
 		fh *histogram.FloatHistogram
 	)
 	require.Equal(t, chunkenc.ValHistogram, it.Next())
-	ts, h = it.AtHistogram()
+	ts, h = it.AtHistogram(nil)
 	require.Equal(t, int64(1), ts)
 	require.Equal(t, histograms[0], h)
 
 	require.Equal(t, chunkenc.ValHistogram, it.Next())
-	ts, h = it.AtHistogram()
+	ts, h = it.AtHistogram(nil)
 	require.Equal(t, int64(2), ts)
 	require.Equal(t, histograms[1], h)
 
@@ -434,13 +435,13 @@ func TestConcreteSeriesIterator_FloatAndHistogramSamples(t *testing.T) {
 	require.Equal(t, 8., v)
 
 	require.Equal(t, chunkenc.ValHistogram, it.Next())
-	ts, h = it.AtHistogram()
+	ts, h = it.AtHistogram(nil)
 	require.Equal(t, int64(16), ts)
 	require.Equal(t, histograms[10], h)
 
 	// Getting a float histogram from an int histogram works.
 	require.Equal(t, chunkenc.ValHistogram, it.Next())
-	ts, fh = it.AtFloatHistogram()
+	ts, fh = it.AtFloatHistogram(nil)
 	require.Equal(t, int64(17), ts)
 	expected := HistogramProtoToFloatHistogram(HistogramToHistogramProto(int64(17), histograms[11]))
 	require.Equal(t, expected, fh)
@@ -558,7 +559,7 @@ func TestMetricTypeToMetricTypeProto(t *testing.T) {
 }
 
 func TestDecodeWriteRequest(t *testing.T) {
-	buf, _, err := buildWriteRequest(writeRequestFixture.Timeseries, nil, nil, nil)
+	buf, _, _, err := buildWriteRequest(nil, writeRequestFixture.Timeseries, nil, nil, nil, nil)
 	require.NoError(t, err)
 
 	actual, err := DecodeWriteRequest(bytes.NewReader(buf))
@@ -567,7 +568,7 @@ func TestDecodeWriteRequest(t *testing.T) {
 }
 
 func TestDecodeMinWriteRequest(t *testing.T) {
-	buf, _, err := buildMinimizedWriteRequestStr(writeRequestMinimizedFixture.Timeseries, writeRequestMinimizedFixture.Symbols, nil, nil)
+	buf, _, _, err := buildMinimizedWriteRequestStr(log.NewNopLogger(), writeRequestMinimizedFixture.Timeseries, writeRequestMinimizedFixture.Symbols, nil, nil, nil)
 
 	require.NoError(t, err)
 
diff --git a/storage/remote/queue_manager_test.go b/storage/remote/queue_manager_test.go
index 50790a51629..6c879d7c5ff 100644
--- a/storage/remote/queue_manager_test.go
+++ b/storage/remote/queue_manager_test.go
@@ -802,7 +802,7 @@ func TestShouldReshard(t *testing.T) {
 func createTimeseries(numSamples, numSeries int, extraLabels ...labels.Label) ([]record.RefSample, []record.RefSeries) {
 	samples := make([]record.RefSample, 0, numSamples)
 	series := make([]record.RefSeries, 0, numSeries)
-	b := labels.ScratchBuilder{}
+	lb := labels.ScratchBuilder{}
 	for i := 0; i < numSeries; i++ {
 		name := fmt.Sprintf("test_metric_%d", i)
 		for j := 0; j < numSamples; j++ {
@@ -813,18 +813,18 @@ func createTimeseries(numSamples, numSeries int, extraLabels ...labels.Label) ([
 			})
 		}
 		// Create Labels that is name of series plus any extra labels supplied.
-		b.Reset()
-		b.Add(labels.MetricName, name)
+		lb.Reset()
+		lb.Add(labels.MetricName, name)
 		rand.Shuffle(len(extraLabels), func(i, j int) {
 			extraLabels[i], extraLabels[j] = extraLabels[j], extraLabels[i]
 		})
 		for _, l := range extraLabels {
-			b.Add(l.Name, l.Value)
+			lb.Add(l.Name, l.Value)
 		}
-		b.Sort()
+		lb.Sort()
 		series = append(series, record.RefSeries{
 			Ref:    chunks.HeadSeriesRef(i),
-			Labels: b.Labels(),
+			Labels: lb.Labels(),
 		})
 	}
 	return samples, series
@@ -1240,7 +1240,7 @@ func BenchmarkSampleSend(b *testing.B) {
 func BenchmarkStartup(b *testing.B) {
 	dir := os.Getenv("WALDIR")
 	if dir == "" {
-		return
+		b.Skip("WALDIR env var not set")
 	}
 
 	// Find the second largest segment; we will replay up to this.
@@ -1703,6 +1703,7 @@ func createDummyTimeSeries(instances int) []timeSeries {
 }
 
 func BenchmarkBuildWriteRequest(b *testing.B) {
+	noopLogger := log.NewNopLogger()
 	bench := func(b *testing.B, batch []timeSeries) {
 		buff := make([]byte, 0)
 		seriesBuff := make([]prompb.TimeSeries, len(batch))
@@ -1715,14 +1716,14 @@ func BenchmarkBuildWriteRequest(b *testing.B) {
 		// Warmup buffers
 		for i := 0; i < 10; i++ {
 			populateTimeSeries(batch, seriesBuff, true, true)
-			buildWriteRequest(seriesBuff, nil, pBuf, &buff)
+			buildWriteRequest(noopLogger, seriesBuff, nil, pBuf, &buff, nil)
 		}
 
 		b.ResetTimer()
 		totalSize := 0
 		for i := 0; i < b.N; i++ {
 			populateTimeSeries(batch, seriesBuff, true, true)
-			req, _, err := buildWriteRequest(seriesBuff, nil, pBuf, &buff)
+			req, _, _, err := buildWriteRequest(noopLogger, seriesBuff, nil, pBuf, &buff, nil)
 			if err != nil {
 				b.Fatal(err)
 			}
@@ -1749,6 +1750,7 @@ func BenchmarkBuildWriteRequest(b *testing.B) {
 }
 
 func BenchmarkBuildMinimizedWriteRequest(b *testing.B) {
+	noopLogger := log.NewNopLogger()
 	type testcase struct {
 		batch []timeSeries
 	}
@@ -1770,7 +1772,7 @@ func BenchmarkBuildMinimizedWriteRequest(b *testing.B) {
 		// Warmup buffers
 		for i := 0; i < 10; i++ {
 			populateV2TimeSeries(&symbolTable, tc.batch, seriesBuff, true, true)
-			buildMinimizedWriteRequestStr(seriesBuff, symbolTable.LabelsStrings(), &pBuf, &buff)
+			buildMinimizedWriteRequestStr(noopLogger, seriesBuff, symbolTable.LabelsStrings(), &pBuf, &buff, nil)
 		}
 
 		b.Run(fmt.Sprintf("%d-instances", len(tc.batch)), func(b *testing.B) {
@@ -1778,7 +1780,7 @@ func BenchmarkBuildMinimizedWriteRequest(b *testing.B) {
 			for j := 0; j < b.N; j++ {
 				populateV2TimeSeries(&symbolTable, tc.batch, seriesBuff, true, true)
 				b.ResetTimer()
-				req, _, err := buildMinimizedWriteRequestStr(seriesBuff, symbolTable.LabelsStrings(), &pBuf, &buff)
+				req, _, _, err := buildMinimizedWriteRequestStr(noopLogger, seriesBuff, symbolTable.LabelsStrings(), &pBuf, &buff, nil)
 				if err != nil {
 					b.Fatal(err)
 				}
@@ -1789,3 +1791,264 @@ func BenchmarkBuildMinimizedWriteRequest(b *testing.B) {
 		})
 	}
 }
+
+func TestDropOldTimeSeries(t *testing.T) {
+	size := 10
+	nSeries := 6
+	nSamples := config.DefaultQueueConfig.Capacity * size
+	samples, newSamples, series := createTimeseriesWithOldSamples(nSamples, nSeries)
+
+	// TODO: test with new version
+	c := NewTestWriteClient(Version1)
+	c.expectSamples(newSamples, series)
+
+	cfg := config.DefaultQueueConfig
+	mcfg := config.DefaultMetadataConfig
+	cfg.MaxShards = 1
+	cfg.SampleAgeLimit = model.Duration(60 * time.Second)
+	dir := t.TempDir()
+
+	metrics := newQueueManagerMetrics(nil, "", "")
+	m := NewQueueManager(metrics, nil, nil, nil, dir, newEWMARate(ewmaWeight, shardUpdateDuration), cfg, mcfg, labels.EmptyLabels(), nil, c, defaultFlushDeadline, newPool(), newHighestTimestampMetric(), nil, false, false, Version1)
+	m.StoreSeries(series, 0)
+
+	m.Start()
+	defer m.Stop()
+
+	m.Append(samples)
+	c.waitForExpectedData(t, 30*time.Second)
+}
+
+func TestIsSampleOld(t *testing.T) {
+	currentTime := time.Now()
+	require.True(t, isSampleOld(currentTime, 60*time.Second, timestamp.FromTime(currentTime.Add(-61*time.Second))))
+	require.False(t, isSampleOld(currentTime, 60*time.Second, timestamp.FromTime(currentTime.Add(-59*time.Second))))
+}
+
+func createTimeseriesWithOldSamples(numSamples, numSeries int, extraLabels ...labels.Label) ([]record.RefSample, []record.RefSample, []record.RefSeries) {
+	newSamples := make([]record.RefSample, 0, numSamples)
+	samples := make([]record.RefSample, 0, numSamples)
+	series := make([]record.RefSeries, 0, numSeries)
+	lb := labels.ScratchBuilder{}
+	for i := 0; i < numSeries; i++ {
+		name := fmt.Sprintf("test_metric_%d", i)
+		// We create half of the samples in the past.
+		past := timestamp.FromTime(time.Now().Add(-5 * time.Minute))
+		for j := 0; j < numSamples/2; j++ {
+			samples = append(samples, record.RefSample{
+				Ref: chunks.HeadSeriesRef(i),
+				T:   past + int64(j),
+				V:   float64(i),
+			})
+		}
+		for j := 0; j < numSamples/2; j++ {
+			sample := record.RefSample{
+				Ref: chunks.HeadSeriesRef(i),
+				T:   int64(int(time.Now().UnixMilli()) + j),
+				V:   float64(i),
+			}
+			samples = append(samples, sample)
+			newSamples = append(newSamples, sample)
+		}
+		// Create Labels that is name of series plus any extra labels supplied.
+		lb.Reset()
+		lb.Add(labels.MetricName, name)
+		for _, l := range extraLabels {
+			lb.Add(l.Name, l.Value)
+		}
+		lb.Sort()
+		series = append(series, record.RefSeries{
+			Ref:    chunks.HeadSeriesRef(i),
+			Labels: lb.Labels(),
+		})
+	}
+	return samples, newSamples, series
+}
+
+func filterTsLimit(limit int64, ts prompb.TimeSeries) bool {
+	return limit > ts.Samples[0].Timestamp
+}
+
+func TestBuildTimeSeries(t *testing.T) {
+	testCases := []struct {
+		name           string
+		ts             []prompb.TimeSeries
+		filter         func(ts prompb.TimeSeries) bool
+		lowestTs       int64
+		highestTs      int64
+		droppedSamples int
+		responseLen    int
+	}{
+		{
+			name: "No filter applied",
+			ts: []prompb.TimeSeries{
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567890,
+							Value:     1.23,
+						},
+					},
+				},
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567891,
+							Value:     2.34,
+						},
+					},
+				},
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567892,
+							Value:     3.34,
+						},
+					},
+				},
+			},
+			filter:      nil,
+			responseLen: 3,
+			lowestTs:    1234567890,
+			highestTs:   1234567892,
+		},
+		{
+			name: "Filter applied, samples in order",
+			ts: []prompb.TimeSeries{
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567890,
+							Value:     1.23,
+						},
+					},
+				},
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567891,
+							Value:     2.34,
+						},
+					},
+				},
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567892,
+							Value:     3.45,
+						},
+					},
+				},
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567893,
+							Value:     3.45,
+						},
+					},
+				},
+			},
+			filter:         func(ts prompb.TimeSeries) bool { return filterTsLimit(1234567892, ts) },
+			responseLen:    2,
+			lowestTs:       1234567892,
+			highestTs:      1234567893,
+			droppedSamples: 2,
+		},
+		{
+			name: "Filter applied, samples out of order",
+			ts: []prompb.TimeSeries{
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567892,
+							Value:     3.45,
+						},
+					},
+				},
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567890,
+							Value:     1.23,
+						},
+					},
+				},
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567893,
+							Value:     3.45,
+						},
+					},
+				},
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567891,
+							Value:     2.34,
+						},
+					},
+				},
+			},
+			filter:         func(ts prompb.TimeSeries) bool { return filterTsLimit(1234567892, ts) },
+			responseLen:    2,
+			lowestTs:       1234567892,
+			highestTs:      1234567893,
+			droppedSamples: 2,
+		},
+		{
+			name: "Filter applied, samples not consecutive",
+			ts: []prompb.TimeSeries{
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567890,
+							Value:     1.23,
+						},
+					},
+				},
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567892,
+							Value:     3.45,
+						},
+					},
+				},
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567895,
+							Value:     6.78,
+						},
+					},
+				},
+				{
+					Samples: []prompb.Sample{
+						{
+							Timestamp: 1234567897,
+							Value:     6.78,
+						},
+					},
+				},
+			},
+			filter:         func(ts prompb.TimeSeries) bool { return filterTsLimit(1234567895, ts) },
+			responseLen:    2,
+			lowestTs:       1234567895,
+			highestTs:      1234567897,
+			droppedSamples: 2,
+		},
+	}
+
+	// Run the test cases
+	for _, tc := range testCases {
+		t.Run(tc.name, func(t *testing.T) {
+			highest, lowest, result, droppedSamples, _, _ := buildTimeSeries(tc.ts, tc.filter)
+			require.NotNil(t, result)
+			require.Len(t, result, tc.responseLen)
+			require.Equal(t, tc.highestTs, highest)
+			require.Equal(t, tc.lowestTs, lowest)
+			require.Equal(t, tc.droppedSamples, droppedSamples)
+		})
+	}
+}
diff --git a/storage/remote/write_handler_test.go b/storage/remote/write_handler_test.go
index f30154e973c..dc99ecf62e3 100644
--- a/storage/remote/write_handler_test.go
+++ b/storage/remote/write_handler_test.go
@@ -38,7 +38,7 @@ import (
 )
 
 func TestRemoteWriteHandler(t *testing.T) {
-	buf, _, err := buildWriteRequest(writeRequestFixture.Timeseries, nil, nil, nil)
+	buf, _, _, err := buildWriteRequest(nil, writeRequestFixture.Timeseries, nil, nil, nil, nil)
 	require.NoError(t, err)
 
 	req, err := http.NewRequest("", "", bytes.NewReader(buf))
@@ -85,7 +85,7 @@ func TestRemoteWriteHandler(t *testing.T) {
 }
 
 func TestRemoteWriteHandlerMinimizedFormat(t *testing.T) {
-	buf, _, err := buildMinimizedWriteRequestStr(writeRequestMinimizedFixture.Timeseries, writeRequestMinimizedFixture.Symbols, nil, nil)
+	buf, _, _, err := buildMinimizedWriteRequestStr(log.NewNopLogger(), writeRequestMinimizedFixture.Timeseries, writeRequestMinimizedFixture.Symbols, nil, nil, nil)
 	require.NoError(t, err)
 
 	req, err := http.NewRequest("", "", bytes.NewReader(buf))
@@ -137,10 +137,10 @@ func TestRemoteWriteHandlerMinimizedFormat(t *testing.T) {
 }
 
 func TestOutOfOrderSample(t *testing.T) {
-	buf, _, err := buildWriteRequest([]prompb.TimeSeries{{
+	buf, _, _, err := buildWriteRequest(nil, []prompb.TimeSeries{{
 		Labels:  []prompb.Label{{Name: "__name__", Value: "test_metric"}},
 		Samples: []prompb.Sample{{Value: 1, Timestamp: 0}},
-	}}, nil, nil, nil)
+	}}, nil, nil, nil, nil)
 	require.NoError(t, err)
 
 	req, err := http.NewRequest("", "", bytes.NewReader(buf))
@@ -163,10 +163,10 @@ func TestOutOfOrderSample(t *testing.T) {
 // don't fail on ingestion errors since the exemplar storage is
 // still experimental.
 func TestOutOfOrderExemplar(t *testing.T) {
-	buf, _, err := buildWriteRequest([]prompb.TimeSeries{{
+	buf, _, _, err := buildWriteRequest(nil, []prompb.TimeSeries{{
 		Labels:    []prompb.Label{{Name: "__name__", Value: "test_metric"}},
 		Exemplars: []prompb.Exemplar{{Labels: []prompb.Label{{Name: "foo", Value: "bar"}}, Value: 1, Timestamp: 0}},
-	}}, nil, nil, nil)
+	}}, nil, nil, nil, nil)
 	require.NoError(t, err)
 
 	req, err := http.NewRequest("", "", bytes.NewReader(buf))
@@ -187,10 +187,10 @@ func TestOutOfOrderExemplar(t *testing.T) {
 }
 
 func TestOutOfOrderHistogram(t *testing.T) {
-	buf, _, err := buildWriteRequest([]prompb.TimeSeries{{
+	buf, _, _, err := buildWriteRequest(nil, []prompb.TimeSeries{{
 		Labels:     []prompb.Label{{Name: "__name__", Value: "test_metric"}},
 		Histograms: []prompb.Histogram{HistogramToHistogramProto(0, &testHistogram), FloatHistogramToHistogramProto(1, testHistogram.ToFloat(nil))},
-	}}, nil, nil, nil)
+	}}, nil, nil, nil, nil)
 	require.NoError(t, err)
 
 	req, err := http.NewRequest("", "", bytes.NewReader(buf))
@@ -214,13 +214,13 @@ func BenchmarkRemoteWritehandler(b *testing.B) {
 	var reqs []*http.Request
 	for i := 0; i < b.N; i++ {
 		num := strings.Repeat(strconv.Itoa(i), 16)
-		buf, _, err := buildWriteRequest([]prompb.TimeSeries{{
+		buf, _, _, err := buildWriteRequest(nil, []prompb.TimeSeries{{
 			Labels: []prompb.Label{
 				{Name: "__name__", Value: "test_metric"},
 				{Name: "test_label_name_" + num, Value: labelValue + num},
 			},
 			Histograms: []prompb.Histogram{HistogramToHistogramProto(0, &testHistogram)},
-		}}, nil, nil, nil)
+		}}, nil, nil, nil, nil)
 		require.NoError(b, err)
 		req, err := http.NewRequest("", "", bytes.NewReader(buf))
 		require.NoError(b, err)
@@ -239,7 +239,7 @@ func BenchmarkRemoteWritehandler(b *testing.B) {
 }
 
 func TestCommitErr(t *testing.T) {
-	buf, _, err := buildWriteRequest(writeRequestFixture.Timeseries, nil, nil, nil)
+	buf, _, _, err := buildWriteRequest(nil, writeRequestFixture.Timeseries, nil, nil, nil, nil)
 	require.NoError(t, err)
 
 	req, err := http.NewRequest("", "", bytes.NewReader(buf))
@@ -262,6 +262,7 @@ func TestCommitErr(t *testing.T) {
 }
 
 func BenchmarkRemoteWriteOOOSamples(b *testing.B) {
+	b.Skip("Not a valid benchmark (does not count to b.N)")
 	dir := b.TempDir()
 
 	opts := tsdb.DefaultOptions()
@@ -277,7 +278,7 @@ func BenchmarkRemoteWriteOOOSamples(b *testing.B) {
 	// TODO: test with other proto format(s)
 	handler := NewWriteHandler(log.NewNopLogger(), nil, db.Head(), Version1)
 
-	buf, _, err := buildWriteRequest(genSeriesWithSample(1000, 200*time.Minute.Milliseconds()), nil, nil, nil)
+	buf, _, _, err := buildWriteRequest(nil, genSeriesWithSample(1000, 200*time.Minute.Milliseconds()), nil, nil, nil, nil)
 	require.NoError(b, err)
 
 	req, err := http.NewRequest("", "", bytes.NewReader(buf))
@@ -290,7 +291,7 @@ func BenchmarkRemoteWriteOOOSamples(b *testing.B) {
 
 	var bufRequests [][]byte
 	for i := 0; i < 100; i++ {
-		buf, _, err = buildWriteRequest(genSeriesWithSample(1000, int64(80+i)*time.Minute.Milliseconds()), nil, nil, nil)
+		buf, _, _, err = buildWriteRequest(nil, genSeriesWithSample(1000, int64(80+i)*time.Minute.Milliseconds()), nil, nil, nil, nil)
 		require.NoError(b, err)
 		bufRequests = append(bufRequests, buf)
 	}
diff --git a/tsdb/block_test.go b/tsdb/block_test.go
index 7858e6b0c23..ad7eb555753 100644
--- a/tsdb/block_test.go
+++ b/tsdb/block_test.go
@@ -235,6 +235,13 @@ func TestLabelValuesWithMatchers(t *testing.T) {
 	require.NoError(t, err)
 	defer func() { require.NoError(t, indexReader.Close()) }()
 
+	var uniqueWithout30s []string
+	for i := 0; i < 100; i++ {
+		if i/10 != 3 {
+			uniqueWithout30s = append(uniqueWithout30s, fmt.Sprintf("value%d", i))
+		}
+	}
+	sort.Strings(uniqueWithout30s)
 	testCases := []struct {
 		name           string
 		labelName      string
@@ -257,10 +264,18 @@ func TestLabelValuesWithMatchers(t *testing.T) {
 			matchers:       []*labels.Matcher{labels.MustNewMatcher(labels.MatchRegexp, "unique", "value[5-7]5")},
 			expectedValues: []string{"value5", "value6", "value7"},
 		}, {
-			name:           "get tens by matching for absence of unique label",
+			name:           "get tens by matching for presence of unique label",
 			labelName:      "tens",
 			matchers:       []*labels.Matcher{labels.MustNewMatcher(labels.MatchNotEqual, "unique", "")},
 			expectedValues: []string{"value0", "value1", "value2", "value3", "value4", "value5", "value6", "value7", "value8", "value9"},
+		}, {
+			name:      "get unique IDs based on tens not being equal to a certain value, while not empty",
+			labelName: "unique",
+			matchers: []*labels.Matcher{
+				labels.MustNewMatcher(labels.MatchNotEqual, "tens", "value3"),
+				labels.MustNewMatcher(labels.MatchNotEqual, "tens", ""),
+			},
+			expectedValues: uniqueWithout30s,
 		},
 	}
 
@@ -540,10 +555,10 @@ func createHead(tb testing.TB, w *wlog.WL, series []storage.Series, chunkDir str
 				t, v := it.At()
 				ref, err = app.Append(ref, lset, t, v)
 			case chunkenc.ValHistogram:
-				t, h := it.AtHistogram()
+				t, h := it.AtHistogram(nil)
 				ref, err = app.AppendHistogram(ref, lset, t, h, nil)
 			case chunkenc.ValFloatHistogram:
-				t, fh := it.AtFloatHistogram()
+				t, fh := it.AtFloatHistogram(nil)
 				ref, err = app.AppendHistogram(ref, lset, t, nil, fh)
 			default:
 				err = fmt.Errorf("unknown sample type %s", typ.String())
diff --git a/tsdb/chunkenc/float_histogram_test.go b/tsdb/chunkenc/float_histogram_test.go
index 6f5a95fb1c5..054c17f7d99 100644
--- a/tsdb/chunkenc/float_histogram_test.go
+++ b/tsdb/chunkenc/float_histogram_test.go
@@ -140,7 +140,7 @@ func TestFloatHistogramChunkSameBuckets(t *testing.T) {
 	require.NoError(t, it.Err())
 	var act []floatResult
 	for it.Next() == ValFloatHistogram {
-		fts, fh := it.AtFloatHistogram()
+		fts, fh := it.AtFloatHistogram(nil)
 		act = append(act, floatResult{t: fts, h: fh})
 	}
 	require.NoError(t, it.Err())
@@ -150,7 +150,7 @@ func TestFloatHistogramChunkSameBuckets(t *testing.T) {
 	it2 := c.Iterator(it)
 	var act2 []floatResult
 	for it2.Next() == ValFloatHistogram {
-		fts, fh := it2.AtFloatHistogram()
+		fts, fh := it2.AtFloatHistogram(nil)
 		act2 = append(act2, floatResult{t: fts, h: fh})
 	}
 	require.NoError(t, it2.Err())
@@ -164,7 +164,7 @@ func TestFloatHistogramChunkSameBuckets(t *testing.T) {
 	it3 := c.iterator(itX)
 	var act3 []floatResult
 	for it3.Next() == ValFloatHistogram {
-		fts, fh := it3.AtFloatHistogram()
+		fts, fh := it3.AtFloatHistogram(nil)
 		act3 = append(act3, floatResult{t: fts, h: fh})
 	}
 	require.NoError(t, it3.Err())
@@ -178,10 +178,10 @@ func TestFloatHistogramChunkSameBuckets(t *testing.T) {
 	// Below ones should not matter.
 	require.Equal(t, ValFloatHistogram, it4.Seek(exp[mid].t))
 	require.Equal(t, ValFloatHistogram, it4.Seek(exp[mid].t))
-	fts, fh := it4.AtFloatHistogram()
+	fts, fh := it4.AtFloatHistogram(nil)
 	act4 = append(act4, floatResult{t: fts, h: fh})
 	for it4.Next() == ValFloatHistogram {
-		fts, fh := it4.AtFloatHistogram()
+		fts, fh := it4.AtFloatHistogram(nil)
 		act4 = append(act4, floatResult{t: fts, h: fh})
 	}
 	require.NoError(t, it4.Err())
@@ -272,7 +272,7 @@ func TestFloatHistogramChunkBucketChanges(t *testing.T) {
 	it := c.Iterator(nil)
 	var act []floatResult
 	for it.Next() == ValFloatHistogram {
-		fts, fh := it.AtFloatHistogram()
+		fts, fh := it.AtFloatHistogram(nil)
 		act = append(act, floatResult{t: fts, h: fh})
 	}
 	require.NoError(t, it.Err())
diff --git a/tsdb/chunkenc/histogram_test.go b/tsdb/chunkenc/histogram_test.go
index 53aee89db5e..f7609c1936d 100644
--- a/tsdb/chunkenc/histogram_test.go
+++ b/tsdb/chunkenc/histogram_test.go
@@ -141,8 +141,8 @@ func TestHistogramChunkSameBuckets(t *testing.T) {
 	require.NoError(t, it.Err())
 	var act []result
 	for it.Next() == ValHistogram {
-		ts, h := it.AtHistogram()
-		fts, fh := it.AtFloatHistogram()
+		ts, h := it.AtHistogram(nil)
+		fts, fh := it.AtFloatHistogram(nil)
 		require.Equal(t, ts, fts)
 		act = append(act, result{t: ts, h: h, fh: fh})
 	}
@@ -153,8 +153,8 @@ func TestHistogramChunkSameBuckets(t *testing.T) {
 	it2 := c.Iterator(it)
 	var act2 []result
 	for it2.Next() == ValHistogram {
-		ts, h := it2.AtHistogram()
-		fts, fh := it2.AtFloatHistogram()
+		ts, h := it2.AtHistogram(nil)
+		fts, fh := it2.AtFloatHistogram(nil)
 		require.Equal(t, ts, fts)
 		act2 = append(act2, result{t: ts, h: h, fh: fh})
 	}
@@ -169,8 +169,8 @@ func TestHistogramChunkSameBuckets(t *testing.T) {
 	it3 := c.iterator(itX)
 	var act3 []result
 	for it3.Next() == ValHistogram {
-		ts, h := it3.AtHistogram()
-		fts, fh := it3.AtFloatHistogram()
+		ts, h := it3.AtHistogram(nil)
+		fts, fh := it3.AtFloatHistogram(nil)
 		require.Equal(t, ts, fts)
 		act3 = append(act3, result{t: ts, h: h, fh: fh})
 	}
@@ -185,13 +185,13 @@ func TestHistogramChunkSameBuckets(t *testing.T) {
 	// Below ones should not matter.
 	require.Equal(t, ValHistogram, it4.Seek(exp[mid].t))
 	require.Equal(t, ValHistogram, it4.Seek(exp[mid].t))
-	ts, h = it4.AtHistogram()
-	fts, fh := it4.AtFloatHistogram()
+	ts, h = it4.AtHistogram(nil)
+	fts, fh := it4.AtFloatHistogram(nil)
 	require.Equal(t, ts, fts)
 	act4 = append(act4, result{t: ts, h: h, fh: fh})
 	for it4.Next() == ValHistogram {
-		ts, h := it4.AtHistogram()
-		fts, fh := it4.AtFloatHistogram()
+		ts, h := it4.AtHistogram(nil)
+		fts, fh := it4.AtFloatHistogram(nil)
 		require.Equal(t, ts, fts)
 		act4 = append(act4, result{t: ts, h: h, fh: fh})
 	}
@@ -284,8 +284,8 @@ func TestHistogramChunkBucketChanges(t *testing.T) {
 	it := c.Iterator(nil)
 	var act []result
 	for it.Next() == ValHistogram {
-		ts, h := it.AtHistogram()
-		fts, fh := it.AtFloatHistogram()
+		ts, h := it.AtHistogram(nil)
+		fts, fh := it.AtFloatHistogram(nil)
 		require.Equal(t, ts, fts)
 		act = append(act, result{t: ts, h: h, fh: fh})
 	}
@@ -897,7 +897,7 @@ func TestAtFloatHistogram(t *testing.T) {
 	it := chk.Iterator(nil)
 	i := int64(0)
 	for it.Next() != ValNone {
-		ts, h := it.AtFloatHistogram()
+		ts, h := it.AtFloatHistogram(nil)
 		require.Equal(t, i, ts)
 		require.Equal(t, expOutput[i], h, "histogram %d unequal", i)
 		i++
diff --git a/tsdb/compact_test.go b/tsdb/compact_test.go
index f33bb73c193..b2d2ea6e7f1 100644
--- a/tsdb/compact_test.go
+++ b/tsdb/compact_test.go
@@ -1007,10 +1007,10 @@ func TestCompaction_populateBlock(t *testing.T) {
 							s.t, s.f = iter.At()
 							samples = append(samples, s)
 						case chunkenc.ValHistogram:
-							s.t, s.h = iter.AtHistogram()
+							s.t, s.h = iter.AtHistogram(nil)
 							samples = append(samples, s)
 						case chunkenc.ValFloatHistogram:
-							s.t, s.fh = iter.AtFloatHistogram()
+							s.t, s.fh = iter.AtFloatHistogram(nil)
 							samples = append(samples, s)
 						default:
 							require.Fail(t, "unexpected value type")
diff --git a/tsdb/db_test.go b/tsdb/db_test.go
index 3bc094a3da8..9e543ed500a 100644
--- a/tsdb/db_test.go
+++ b/tsdb/db_test.go
@@ -107,10 +107,10 @@ func query(t testing.TB, q storage.Querier, matchers ...*labels.Matcher) map[str
 				ts, v := it.At()
 				samples = append(samples, sample{t: ts, f: v})
 			case chunkenc.ValHistogram:
-				ts, h := it.AtHistogram()
+				ts, h := it.AtHistogram(nil)
 				samples = append(samples, sample{t: ts, h: h})
 			case chunkenc.ValFloatHistogram:
-				ts, fh := it.AtFloatHistogram()
+				ts, fh := it.AtFloatHistogram(nil)
 				samples = append(samples, sample{t: ts, fh: fh})
 			default:
 				t.Fatalf("unknown sample type in query %s", typ.String())
@@ -6664,10 +6664,10 @@ func TestQueryHistogramFromBlocksWithCompaction(t *testing.T) {
 						ts, v := it.At()
 						slice = append(slice, sample{t: ts, f: v})
 					case chunkenc.ValHistogram:
-						ts, h := it.AtHistogram()
+						ts, h := it.AtHistogram(nil)
 						slice = append(slice, sample{t: ts, h: h})
 					case chunkenc.ValFloatHistogram:
-						ts, h := it.AtFloatHistogram()
+						ts, h := it.AtFloatHistogram(nil)
 						slice = append(slice, sample{t: ts, fh: h})
 					default:
 						t.Fatalf("unexpected sample value type %d", typ)
diff --git a/tsdb/head_read_test.go b/tsdb/head_read_test.go
index b063512019d..de97d70a565 100644
--- a/tsdb/head_read_test.go
+++ b/tsdb/head_read_test.go
@@ -526,7 +526,7 @@ func TestMemSeries_chunk(t *testing.T) {
 				require.NoError(t, chunkDiskMapper.Close())
 			}()
 
-			series := newMemSeries(labels.EmptyLabels(), 1, true)
+			series := newMemSeries(labels.EmptyLabels(), 1, 0, true)
 
 			if tc.setup != nil {
 				tc.setup(t, series, chunkDiskMapper)
diff --git a/tsdb/head_test.go b/tsdb/head_test.go
index 5c2749bed21..90e187b58cb 100644
--- a/tsdb/head_test.go
+++ b/tsdb/head_test.go
@@ -52,20 +52,30 @@ import (
 	"github.com/prometheus/prometheus/tsdb/wlog"
 )
 
-func newTestHead(t testing.TB, chunkRange int64, compressWAL wlog.CompressionType, oooEnabled bool) (*Head, *wlog.WL) {
-	dir := t.TempDir()
-	wal, err := wlog.NewSize(nil, nil, filepath.Join(dir, "wal"), 32768, compressWAL)
-	require.NoError(t, err)
-
+// newTestHeadDefaultOptions returns the HeadOptions that should be used by default in unit tests.
+func newTestHeadDefaultOptions(chunkRange int64, oooEnabled bool) *HeadOptions {
 	opts := DefaultHeadOptions()
 	opts.ChunkRange = chunkRange
-	opts.ChunkDirRoot = dir
 	opts.EnableExemplarStorage = true
 	opts.MaxExemplars.Store(config.DefaultExemplarsConfig.MaxExemplars)
 	opts.EnableNativeHistograms.Store(true)
 	if oooEnabled {
 		opts.OutOfOrderTimeWindow.Store(10 * time.Minute.Milliseconds())
 	}
+	return opts
+}
+
+func newTestHead(t testing.TB, chunkRange int64, compressWAL wlog.CompressionType, oooEnabled bool) (*Head, *wlog.WL) {
+	return newTestHeadWithOptions(t, compressWAL, newTestHeadDefaultOptions(chunkRange, oooEnabled))
+}
+
+func newTestHeadWithOptions(t testing.TB, compressWAL wlog.CompressionType, opts *HeadOptions) (*Head, *wlog.WL) {
+	dir := t.TempDir()
+	wal, err := wlog.NewSize(nil, nil, filepath.Join(dir, "wal"), 32768, compressWAL)
+	require.NoError(t, err)
+
+	// Override the chunks dir with the testing one.
+	opts.ChunkDirRoot = dir
 
 	h, err := NewHead(nil, nil, wal, nil, opts, nil)
 	require.NoError(t, err)
@@ -342,7 +352,7 @@ func BenchmarkLoadWLs(b *testing.B) {
 						}
 						for k := 0; k < c.batches*c.seriesPerBatch; k++ {
 							// Create one mmapped chunk per series, with one sample at the given time.
-							s := newMemSeries(labels.Labels{}, chunks.HeadSeriesRef(k)*101, defaultIsolationDisabled)
+							s := newMemSeries(labels.Labels{}, chunks.HeadSeriesRef(k)*101, 0, defaultIsolationDisabled)
 							s.append(c.mmappedChunkT, 42, 0, cOpts)
 							// There's only one head chunk because only a single sample is appended. mmapChunks()
 							// ignores the latest chunk, so we need to cut a new head chunk to guarantee the chunk with
@@ -912,7 +922,7 @@ func TestMemSeries_truncateChunks(t *testing.T) {
 		},
 	}
 
-	s := newMemSeries(labels.FromStrings("a", "b"), 1, defaultIsolationDisabled)
+	s := newMemSeries(labels.FromStrings("a", "b"), 1, 0, defaultIsolationDisabled)
 
 	for i := 0; i < 4000; i += 5 {
 		ok, _ := s.append(int64(i), float64(i), 0, cOpts)
@@ -1053,7 +1063,7 @@ func TestMemSeries_truncateChunks_scenarios(t *testing.T) {
 				require.NoError(t, chunkDiskMapper.Close())
 			}()
 
-			series := newMemSeries(labels.EmptyLabels(), 1, true)
+			series := newMemSeries(labels.EmptyLabels(), 1, 0, true)
 
 			cOpts := chunkOpts{
 				chunkDiskMapper: chunkDiskMapper,
@@ -1631,7 +1641,7 @@ func TestMemSeries_append(t *testing.T) {
 		samplesPerChunk: DefaultSamplesPerChunk,
 	}
 
-	s := newMemSeries(labels.Labels{}, 1, defaultIsolationDisabled)
+	s := newMemSeries(labels.Labels{}, 1, 0, defaultIsolationDisabled)
 
 	// Add first two samples at the very end of a chunk range and the next two
 	// on and after it.
@@ -1692,7 +1702,7 @@ func TestMemSeries_appendHistogram(t *testing.T) {
 		samplesPerChunk: DefaultSamplesPerChunk,
 	}
 
-	s := newMemSeries(labels.Labels{}, 1, defaultIsolationDisabled)
+	s := newMemSeries(labels.Labels{}, 1, 0, defaultIsolationDisabled)
 
 	histograms := tsdbutil.GenerateTestHistograms(4)
 	histogramWithOneMoreBucket := histograms[3].Copy()
@@ -1754,7 +1764,7 @@ func TestMemSeries_append_atVariableRate(t *testing.T) {
 		samplesPerChunk: samplesPerChunk,
 	}
 
-	s := newMemSeries(labels.Labels{}, 1, defaultIsolationDisabled)
+	s := newMemSeries(labels.Labels{}, 1, 0, defaultIsolationDisabled)
 
 	// At this slow rate, we will fill the chunk in two block durations.
 	slowRate := (DefaultBlockDuration * 2) / samplesPerChunk
@@ -2552,7 +2562,7 @@ func TestIsolationAppendIDZeroIsNoop(t *testing.T) {
 
 	ok, _ := s.append(0, 0, 0, cOpts)
 	require.True(t, ok, "Series append failed.")
-	require.Equal(t, 0, s.txs.txIDCount, "Series should not have an appendID after append with appendID=0.")
+	require.Equal(t, 0, int(s.txs.txIDCount), "Series should not have an appendID after append with appendID=0.")
 }
 
 func TestHeadSeriesChunkRace(t *testing.T) {
@@ -2772,6 +2782,13 @@ func TestHeadLabelValuesWithMatchers(t *testing.T) {
 	}
 	require.NoError(t, app.Commit())
 
+	var uniqueWithout30s []string
+	for i := 0; i < 100; i++ {
+		if i/10 != 3 {
+			uniqueWithout30s = append(uniqueWithout30s, fmt.Sprintf("value%d", i))
+		}
+	}
+	sort.Strings(uniqueWithout30s)
 	testCases := []struct {
 		name           string
 		labelName      string
@@ -2794,10 +2811,18 @@ func TestHeadLabelValuesWithMatchers(t *testing.T) {
 			matchers:       []*labels.Matcher{labels.MustNewMatcher(labels.MatchRegexp, "unique", "value[5-7]5")},
 			expectedValues: []string{"value5", "value6", "value7"},
 		}, {
-			name:           "get tens by matching for absence of unique label",
+			name:           "get tens by matching for presence of unique label",
 			labelName:      "tens",
 			matchers:       []*labels.Matcher{labels.MustNewMatcher(labels.MatchNotEqual, "unique", "")},
 			expectedValues: []string{"value0", "value1", "value2", "value3", "value4", "value5", "value6", "value7", "value8", "value9"},
+		}, {
+			name:      "get unique IDs based on tens not being equal to a certain value, while not empty",
+			labelName: "unique",
+			matchers: []*labels.Matcher{
+				labels.MustNewMatcher(labels.MatchNotEqual, "tens", "value3"),
+				labels.MustNewMatcher(labels.MatchNotEqual, "tens", ""),
+			},
+			expectedValues: uniqueWithout30s,
 		},
 	}
 
@@ -2885,6 +2910,71 @@ func TestHeadLabelNamesWithMatchers(t *testing.T) {
 	}
 }
 
+func TestHeadShardedPostings(t *testing.T) {
+	headOpts := newTestHeadDefaultOptions(1000, false)
+	headOpts.EnableSharding = true
+	head, _ := newTestHeadWithOptions(t, wlog.CompressionNone, headOpts)
+	defer func() {
+		require.NoError(t, head.Close())
+	}()
+
+	ctx := context.Background()
+
+	// Append some series.
+	app := head.Appender(ctx)
+	for i := 0; i < 100; i++ {
+		_, err := app.Append(0, labels.FromStrings("unique", fmt.Sprintf("value%d", i), "const", "1"), 100, 0)
+		require.NoError(t, err)
+	}
+	require.NoError(t, app.Commit())
+
+	ir := head.indexRange(0, 200)
+
+	// List all postings for a given label value. This is what we expect to get
+	// in output from all shards.
+	p, err := ir.Postings(ctx, "const", "1")
+	require.NoError(t, err)
+
+	var expected []storage.SeriesRef
+	for p.Next() {
+		expected = append(expected, p.At())
+	}
+	require.NoError(t, p.Err())
+	require.NotEmpty(t, expected)
+
+	// Query the same postings for each shard.
+	const shardCount = uint64(4)
+	actualShards := make(map[uint64][]storage.SeriesRef)
+	actualPostings := make([]storage.SeriesRef, 0, len(expected))
+
+	for shardIndex := uint64(0); shardIndex < shardCount; shardIndex++ {
+		p, err = ir.Postings(ctx, "const", "1")
+		require.NoError(t, err)
+
+		p = ir.ShardedPostings(p, shardIndex, shardCount)
+		for p.Next() {
+			ref := p.At()
+
+			actualShards[shardIndex] = append(actualShards[shardIndex], ref)
+			actualPostings = append(actualPostings, ref)
+		}
+		require.NoError(t, p.Err())
+	}
+
+	// We expect the postings merged out of shards is the exact same of the non sharded ones.
+	require.ElementsMatch(t, expected, actualPostings)
+
+	// We expect the series in each shard are the expected ones.
+	for shardIndex, ids := range actualShards {
+		for _, id := range ids {
+			var lbls labels.ScratchBuilder
+
+			require.NoError(t, ir.Series(id, &lbls, nil))
+			require.Equal(t, shardIndex, labels.StableHash(lbls.Labels())%shardCount)
+		}
+	}
+}
+
 func TestErrReuseAppender(t *testing.T) {
 	head, _ := newTestHead(t, 1000, wlog.CompressionNone, false)
 	defer func() {
@@ -3023,7 +3113,7 @@ func TestIteratorSeekIntoBuffer(t *testing.T) {
 		samplesPerChunk: DefaultSamplesPerChunk,
 	}
 
-	s := newMemSeries(labels.Labels{}, 1, defaultIsolationDisabled)
+	s := newMemSeries(labels.Labels{}, 1, 0, defaultIsolationDisabled)
 
 	for i := 0; i < 7; i++ {
 		ok, _ := s.append(int64(i), float64(i), 0, cOpts)
@@ -3377,10 +3467,10 @@ func TestAppendHistogram(t *testing.T) {
 			for typ := it.Next(); typ != chunkenc.ValNone; typ = it.Next() {
 				switch typ {
 				case chunkenc.ValHistogram:
-					ts, h := it.AtHistogram()
+					ts, h := it.AtHistogram(nil)
 					actHistograms = append(actHistograms, sample{t: ts, h: h})
 				case chunkenc.ValFloatHistogram:
-					ts, fh := it.AtFloatHistogram()
+					ts, fh := it.AtFloatHistogram(nil)
 					actFloatHistograms = append(actFloatHistograms, sample{t: ts, fh: fh})
 				}
 			}
@@ -4025,10 +4115,10 @@ func testHistogramStaleSampleHelper(t *testing.T, floatHistogram bool) {
 		for typ := it.Next(); typ != chunkenc.ValNone; typ = it.Next() {
 			switch typ {
 			case chunkenc.ValHistogram:
-				t, h := it.AtHistogram()
+				t, h := it.AtHistogram(nil)
 				actHistograms = append(actHistograms, timedHistogram{t: t, h: h})
 			case chunkenc.ValFloatHistogram:
-				t, h := it.AtFloatHistogram()
+				t, h := it.AtFloatHistogram(nil)
 				actHistograms = append(actHistograms, timedHistogram{t: t, fh: h})
 			}
 		}
diff --git a/tsdb/index/index_test.go b/tsdb/index/index_test.go
index 369d3373849..ef88870355b 100644
--- a/tsdb/index/index_test.go
+++ b/tsdb/index/index_test.go
@@ -242,6 +242,58 @@ func TestIndexRW_Postings(t *testing.T) {
 	}, labelIndices)
 
 	require.NoError(t, ir.Close())
+
+	t.Run("ShardedPostings()", func(t *testing.T) {
+		ir, err := NewFileReader(fn)
+		require.NoError(t, err)
+		t.Cleanup(func() {
+			require.NoError(t, ir.Close())
+		})
+
+		// List all postings for a given label value. This is what we expect to get
+		// in output from all shards.
+		p, err = ir.Postings(ctx, "a", "1")
+		require.NoError(t, err)
+
+		var expected []storage.SeriesRef
+		for p.Next() {
+			expected = append(expected, p.At())
+		}
+		require.NoError(t, p.Err())
+		require.NotEmpty(t, expected)
+
+		// Query the same postings for each shard.
+		const shardCount = uint64(4)
+		actualShards := make(map[uint64][]storage.SeriesRef)
+		actualPostings := make([]storage.SeriesRef, 0, len(expected))
+
+		for shardIndex := uint64(0); shardIndex < shardCount; shardIndex++ {
+			p, err = ir.Postings(ctx, "a", "1")
+			require.NoError(t, err)
+
+			p = ir.ShardedPostings(p, shardIndex, shardCount)
+			for p.Next() {
+				ref := p.At()
+
+				actualShards[shardIndex] = append(actualShards[shardIndex], ref)
+				actualPostings = append(actualPostings, ref)
+			}
+			require.NoError(t, p.Err())
+		}
+
+		// We expect the postings merged out of shards is the exact same of the non sharded ones.
+		require.ElementsMatch(t, expected, actualPostings)
+
+		// We expect the series in each shard are the expected ones.
+		for shardIndex, ids := range actualShards {
+			for _, id := range ids {
+				var lbls labels.ScratchBuilder
+
+				require.NoError(t, ir.Series(id, &lbls, nil))
+				require.Equal(t, shardIndex, labels.StableHash(lbls.Labels())%shardCount)
+			}
+		}
+	})
 }
 
 func TestPostingsMany(t *testing.T) {
@@ -565,6 +617,55 @@ func TestSymbols(t *testing.T) {
 	require.NoError(t, iter.Err())
 }
 
+func BenchmarkReader_ShardedPostings(b *testing.B) {
+	const (
+		numSeries = 10000
+		numShards = 16
+	)
+
+	dir, err := os.MkdirTemp("", "benchmark_reader_sharded_postings")
+	require.NoError(b, err)
+	defer func() {
+		require.NoError(b, os.RemoveAll(dir))
+	}()
+
+	ctx := context.Background()
+
+	// Generate an index.
+	fn := filepath.Join(dir, indexFilename)
+
+	iw, err := NewWriter(ctx, fn)
+	require.NoError(b, err)
+
+	for i := 1; i <= numSeries; i++ {
+		require.NoError(b, iw.AddSymbol(fmt.Sprintf("%10d", i)))
+	}
+	require.NoError(b, iw.AddSymbol("const"))
+	require.NoError(b, iw.AddSymbol("unique"))
+
+	for i := 1; i <= numSeries; i++ {
+		require.NoError(b, iw.AddSeries(storage.SeriesRef(i),
+			labels.FromStrings("const", fmt.Sprintf("%10d", 1), "unique", fmt.Sprintf("%10d", i))))
+	}
+
+	require.NoError(b, iw.Close())
+
+	b.ResetTimer()
+
+	// Create a reader to read back all postings from the index.
+	ir, err := NewFileReader(fn)
+	require.NoError(b, err)
+
+	b.ResetTimer()
+
+	for n := 0; n < b.N; n++ {
+		allPostings, err := ir.Postings(ctx, "const", fmt.Sprintf("%10d", 1))
+		require.NoError(b, err)
+
+		ir.ShardedPostings(allPostings, uint64(n%numShards), numShards)
+	}
+}
+
 func TestDecoder_Postings_WrongInput(t *testing.T) {
 	_, _, err := (&Decoder{}).Postings([]byte("the cake is a lie"))
 	require.Error(t, err)
diff --git a/tsdb/ooo_head_read_test.go b/tsdb/ooo_head_read_test.go
index b50a268b716..36289056b8c 100644
--- a/tsdb/ooo_head_read_test.go
+++ b/tsdb/ooo_head_read_test.go
@@ -410,7 +410,7 @@ func TestOOOHeadChunkReader_LabelValues(t *testing.T) {
 			queryMinT:  math.MinInt64,
 			queryMaxT:  math.MaxInt64,
 			expValues1: []string{"bar1"},
-			expValues2: []string{},
+			expValues2: nil,
 			expValues3: []string{"bar1", "bar2"},
 			expValues4: []string{"bar1", "bar2"},
 		},
@@ -419,7 +419,7 @@ func TestOOOHeadChunkReader_LabelValues(t *testing.T) {
 			queryMinT:  90,
 			queryMaxT:  90,
 			expValues1: []string{"bar1"},
-			expValues2: []string{},
+			expValues2: nil,
 			expValues3: []string{"bar1", "bar2"},
 			expValues4: []string{"bar1", "bar2"},
 		},
diff --git a/tsdb/querier_bench_test.go b/tsdb/querier_bench_test.go
index 7b839ca3487..9a823024203 100644
--- a/tsdb/querier_bench_test.go
+++ b/tsdb/querier_bench_test.go
@@ -182,13 +182,16 @@ func benchmarkPostingsForMatchers(b *testing.B, ir IndexReader) {
 
 func benchmarkLabelValuesWithMatchers(b *testing.B, ir IndexReader) {
 	i1 := labels.MustNewMatcher(labels.MatchEqual, "i", "1")
+	i1Plus := labels.MustNewMatcher(labels.MatchRegexp, "i", "1.+")
+	i1PostingsBenchSuffix := labels.MustNewMatcher(labels.MatchEqual, "i", "1"+postingsBenchSuffix)
+	iSuffix := labels.MustNewMatcher(labels.MatchRegexp, "i", ".+ddd")
 	iStar := labels.MustNewMatcher(labels.MatchRegexp, "i", "^.*$")
 	jNotFoo := labels.MustNewMatcher(labels.MatchNotEqual, "j", "foo")
 	jXXXYYY := labels.MustNewMatcher(labels.MatchRegexp, "j", "XXX|YYY")
 	jXplus := labels.MustNewMatcher(labels.MatchRegexp, "j", "X.+")
 	n1 := labels.MustNewMatcher(labels.MatchEqual, "n", "1"+postingsBenchSuffix)
 	nX := labels.MustNewMatcher(labels.MatchNotEqual, "n", "X"+postingsBenchSuffix)
-	nPlus := labels.MustNewMatcher(labels.MatchRegexp, "i", "^.+$")
+	nPlus := labels.MustNewMatcher(labels.MatchRegexp, "n", "^.+$")
 
 	ctx := context.Background()
 
@@ -197,6 +200,7 @@ func benchmarkLabelValuesWithMatchers(b *testing.B, ir IndexReader) {
 		labelName string
 		matchers  []*labels.Matcher
 	}{
+		// i is never "1", this isn't matching anything.
 		{`i with i="1"`, "i", []*labels.Matcher{i1}},
 		// i has 100k values.
 		{`i with n="1"`, "i", []*labels.Matcher{n1}},
@@ -206,9 +210,16 @@ func benchmarkLabelValuesWithMatchers(b *testing.B, ir IndexReader) {
 		{`i with n="1",j=~"XXX|YYY"`, "i", []*labels.Matcher{n1, jXXXYYY}},
 		{`i with n="X",j!="foo"`, "i", []*labels.Matcher{nX, jNotFoo}},
 		{`i with n="1",i=~"^.*$",j!="foo"`, "i", []*labels.Matcher{n1, iStar, jNotFoo}},
+		// matchers on i itself
+		{`i with i="1aaa...ddd"`, "i", []*labels.Matcher{i1PostingsBenchSuffix}},
+		{`i with i=~"1.+"`, "i", []*labels.Matcher{i1Plus}},
+		{`i with i=~"1.+",i=~".+ddd"`, "i", []*labels.Matcher{i1Plus, iSuffix}},
 		// n has 10 values.
 		{`n with j!="foo"`, "n", []*labels.Matcher{jNotFoo}},
 		{`n with i="1"`, "n", []*labels.Matcher{i1}},
+		{`n with i=~"1.+"`, "n", []*labels.Matcher{i1Plus}},
+		// there's no label "none"
+		{`none with i=~"1"`, "none", []*labels.Matcher{i1Plus}},
 	}
 
 	for _, c := range cases {
diff --git a/tsdb/querier_test.go b/tsdb/querier_test.go
index 18d81b85b47..c2bd7170820 100644
--- a/tsdb/querier_test.go
+++ b/tsdb/querier_test.go
@@ -775,11 +775,11 @@ func (it *mockSampleIterator) At() (int64, float64) {
 	return it.s[it.idx].T(), it.s[it.idx].F()
 }
 
-func (it *mockSampleIterator) AtHistogram() (int64, *histogram.Histogram) {
+func (it *mockSampleIterator) AtHistogram(*histogram.Histogram) (int64, *histogram.Histogram) {
 	return it.s[it.idx].T(), it.s[it.idx].H()
 }
 
-func (it *mockSampleIterator) AtFloatHistogram() (int64, *histogram.FloatHistogram) {
+func (it *mockSampleIterator) AtFloatHistogram(*histogram.FloatHistogram) (int64, *histogram.FloatHistogram) {
 	return it.s[it.idx].T(), it.s[it.idx].FH()
 }
 
@@ -1822,12 +1822,12 @@ func checkCurrVal(t *testing.T, valType chunkenc.ValueType, it *populateWithDelS
 		require.Equal(t, int64(expectedTs), ts)
 		require.Equal(t, float64(expectedValue), v)
 	case chunkenc.ValHistogram:
-		ts, h := it.AtHistogram()
+		ts, h := it.AtHistogram(nil)
 		require.Equal(t, int64(expectedTs), ts)
 		h.CounterResetHint = histogram.UnknownCounterReset
 		require.Equal(t, tsdbutil.GenerateTestHistogram(expectedValue), h)
 	case chunkenc.ValFloatHistogram:
-		ts, h := it.AtFloatHistogram()
+		ts, h := it.AtFloatHistogram(nil)
 		require.Equal(t, int64(expectedTs), ts)
 		h.CounterResetHint = histogram.UnknownCounterReset
 		require.Equal(t, tsdbutil.GenerateTestFloatHistogram(expectedValue), h)
@@ -2326,6 +2326,27 @@ func (m mockIndex) SortedPostings(p index.Postings) index.Postings {
 	return index.NewListPostings(ep)
 }
 
+func (m mockIndex) ShardedPostings(p index.Postings, shardIndex, shardCount uint64) index.Postings {
+	out := make([]storage.SeriesRef, 0, 128)
+
+	for p.Next() {
+		ref := p.At()
+		s, ok := m.series[ref]
+		if !ok {
+			continue
+		}
+
+		// Check if the series belong to the shard.
+		if s.l.Hash()%shardCount != shardIndex {
+			continue
+		}
+
+		out = append(out, ref)
+	}
+
+	return index.NewListPostings(out)
+}
+
 func (m mockIndex) Series(ref storage.SeriesRef, builder *labels.ScratchBuilder, chks *[]chunks.Meta) error {
 	s, ok := m.series[ref]
 	if !ok {
@@ -3272,6 +3293,10 @@ func (m mockMatcherIndex) SortedPostings(p index.Postings) index.Postings {
 	return index.EmptyPostings()
 }
 
+func (m mockMatcherIndex) ShardedPostings(ps index.Postings, shardIndex, shardCount uint64) index.Postings {
+	return ps
+}
+
 func (m mockMatcherIndex) Series(ref storage.SeriesRef, builder *labels.ScratchBuilder, chks *[]chunks.Meta) error {
 	return nil
 }
@@ -3309,13 +3334,15 @@ func TestPostingsForMatcher(t *testing.T) {
 	}
 
 	for _, tc := range cases {
-		ir := &mockMatcherIndex{}
-		_, err := postingsForMatcher(ctx, ir, tc.matcher)
-		if tc.hasError {
-			require.Error(t, err)
-		} else {
-			require.NoError(t, err)
-		}
+		t.Run(tc.matcher.String(), func(t *testing.T) {
+			ir := &mockMatcherIndex{}
+			_, err := postingsForMatcher(ctx, ir, tc.matcher)
+			if tc.hasError {
+				require.Error(t, err)
+			} else {
+				require.NoError(t, err)
+			}
+		})
 	}
 }
 
diff --git a/tsdb/wal_test.go b/tsdb/wal_test.go
index 964763d7f16..9004f5093f3 100644
--- a/tsdb/wal_test.go
+++ b/tsdb/wal_test.go
@@ -12,7 +12,6 @@
 // limitations under the License.
 
 //go:build !windows
-// +build !windows
 
 package tsdb
 
diff --git a/web/api/v1/api_test.go b/web/api/v1/api_test.go
index d27f18afd4f..20b53df4d7a 100644
--- a/web/api/v1/api_test.go
+++ b/web/api/v1/api_test.go
@@ -1412,10 +1412,8 @@ func testEndpoints(t *testing.T, api *API, tr *testTargetRetriever, es storage.E
 			response: &TargetDiscovery{
 				ActiveTargets: []*Target{
 					{
-						DiscoveredLabels: map[string]string{},
-						Labels: map[string]string{
-							"job": "blackbox",
-						},
+						DiscoveredLabels:   labels.FromStrings(),
+						Labels:             labels.FromStrings("job", "blackbox"),
 						ScrapePool:         "blackbox",
 						ScrapeURL:          "http://localhost:9115/probe?target=example.com",
 						GlobalURL:          "http://localhost:9115/probe?target=example.com",
@@ -1427,10 +1425,8 @@ func testEndpoints(t *testing.T, api *API, tr *testTargetRetriever, es storage.E
 						ScrapeTimeout:      "10s",
 					},
 					{
-						DiscoveredLabels: map[string]string{},
-						Labels: map[string]string{
-							"job": "test",
-						},
+						DiscoveredLabels:   labels.FromStrings(),
+						Labels:             labels.FromStrings("job", "test"),
 						ScrapePool:         "test",
 						ScrapeURL:          "http://example.com:8080/metrics",
 						GlobalURL:          "http://example.com:8080/metrics",
@@ -1444,14 +1440,14 @@ func testEndpoints(t *testing.T, api *API, tr *testTargetRetriever, es storage.E
 				},
 				DroppedTargets: []*DroppedTarget{
 					{
-						DiscoveredLabels: map[string]string{
-							"__address__":         "http://dropped.example.com:9115",
-							"__metrics_path__":    "/probe",
-							"__scheme__":          "http",
-							"job":                 "blackbox",
-							"__scrape_interval__": "30s",
-							"__scrape_timeout__":  "15s",
-						},
+						DiscoveredLabels: labels.FromStrings(
+							"__address__", "http://dropped.example.com:9115",
+							"__metrics_path__", "/probe",
+							"__scheme__", "http",
+							"job", "blackbox",
+							"__scrape_interval__", "30s",
+							"__scrape_timeout__", "15s",
+						),
 					},
 				},
 				DroppedTargetCounts: map[string]int{"blackbox": 1},
@@ -1465,10 +1461,8 @@ func testEndpoints(t *testing.T, api *API, tr *testTargetRetriever, es storage.E
 			response: &TargetDiscovery{
 				ActiveTargets: []*Target{
 					{
-						DiscoveredLabels: map[string]string{},
-						Labels: map[string]string{
-							"job": "blackbox",
-						},
+						DiscoveredLabels:   labels.FromStrings(),
+						Labels:             labels.FromStrings("job", "blackbox"),
 						ScrapePool:         "blackbox",
 						ScrapeURL:          "http://localhost:9115/probe?target=example.com",
 						GlobalURL:          "http://localhost:9115/probe?target=example.com",
@@ -1480,10 +1474,8 @@ func testEndpoints(t *testing.T, api *API, tr *testTargetRetriever, es storage.E
 						ScrapeTimeout:      "10s",
 					},
 					{
-						DiscoveredLabels: map[string]string{},
-						Labels: map[string]string{
-							"job": "test",
-						},
+						DiscoveredLabels:   labels.FromStrings(),
+						Labels:             labels.FromStrings("job", "test"),
 						ScrapePool:         "test",
 						ScrapeURL:          "http://example.com:8080/metrics",
 						GlobalURL:          "http://example.com:8080/metrics",
@@ -1497,14 +1489,14 @@ func testEndpoints(t *testing.T, api *API, tr *testTargetRetriever, es storage.E
 				},
 				DroppedTargets: []*DroppedTarget{
 					{
-						DiscoveredLabels: map[string]string{
-							"__address__":         "http://dropped.example.com:9115",
-							"__metrics_path__":    "/probe",
-							"__scheme__":          "http",
-							"job":                 "blackbox",
-							"__scrape_interval__": "30s",
-							"__scrape_timeout__":  "15s",
-						},
+						DiscoveredLabels: labels.FromStrings(
+							"__address__", "http://dropped.example.com:9115",
+							"__metrics_path__", "/probe",
+							"__scheme__", "http",
+							"job", "blackbox",
+							"__scrape_interval__", "30s",
+							"__scrape_timeout__", "15s",
+						),
 					},
 				},
 				DroppedTargetCounts: map[string]int{"blackbox": 1},
@@ -1518,10 +1510,8 @@ func testEndpoints(t *testing.T, api *API, tr *testTargetRetriever, es storage.E
 			response: &TargetDiscovery{
 				ActiveTargets: []*Target{
 					{
-						DiscoveredLabels: map[string]string{},
-						Labels: map[string]string{
-							"job": "blackbox",
-						},
+						DiscoveredLabels:   labels.FromStrings(),
+						Labels:             labels.FromStrings("job", "blackbox"),
 						ScrapePool:         "blackbox",
 						ScrapeURL:          "http://localhost:9115/probe?target=example.com",
 						GlobalURL:          "http://localhost:9115/probe?target=example.com",
@@ -1533,10 +1523,8 @@ func testEndpoints(t *testing.T, api *API, tr *testTargetRetriever, es storage.E
 						ScrapeTimeout:      "10s",
 					},
 					{
-						DiscoveredLabels: map[string]string{},
-						Labels: map[string]string{
-							"job": "test",
-						},
+						DiscoveredLabels:   labels.FromStrings(),
+						Labels:             labels.FromStrings("job", "test"),
 						ScrapePool:         "test",
 						ScrapeURL:          "http://example.com:8080/metrics",
 						GlobalURL:          "http://example.com:8080/metrics",
@@ -1560,14 +1548,14 @@ func testEndpoints(t *testing.T, api *API, tr *testTargetRetriever, es storage.E
 				ActiveTargets: []*Target{},
 				DroppedTargets: []*DroppedTarget{
 					{
-						DiscoveredLabels: map[string]string{
-							"__address__":         "http://dropped.example.com:9115",
-							"__metrics_path__":    "/probe",
-							"__scheme__":          "http",
-							"job":                 "blackbox",
-							"__scrape_interval__": "30s",
-							"__scrape_timeout__":  "15s",
-						},
+						DiscoveredLabels: labels.FromStrings(
+							"__address__", "http://dropped.example.com:9115",
+							"__metrics_path__", "/probe",
+							"__scheme__", "http",
+							"job", "blackbox",
+							"__scrape_interval__", "30s",
+							"__scrape_timeout__", "15s",
+						),
 					},
 				},
 				DroppedTargetCounts: map[string]int{"blackbox": 1},
diff --git a/web/ui/react-app/src/pages/graph/DataTable.test.tsx b/web/ui/react-app/src/pages/graph/DataTable.test.tsx
index d6974cf9062..1252b5bfcf7 100755
--- a/web/ui/react-app/src/pages/graph/DataTable.test.tsx
+++ b/web/ui/react-app/src/pages/graph/DataTable.test.tsx
@@ -338,7 +338,7 @@ describe('DataTable', () => {
     const dataTableProps: DataTableProps = {
       data: {
         resultType: 'string',
-        result: 'string',
+        result: [1572098246.599, 'test'],
       },
       useLocalTime: false,
     };
@@ -346,7 +346,7 @@ describe('DataTable', () => {
     it('renders a string row', () => {
       const table = dataTable.find(Table);
       const rows = table.find('tr');
-      expect(rows.text()).toEqual('stringt');
+      expect(rows.text()).toEqual('stringtest');
     });
   });
 });
diff --git a/web/ui/react-app/src/pages/graph/GraphHeatmapHelpers.test.ts b/web/ui/react-app/src/pages/graph/GraphHeatmapHelpers.test.ts
new file mode 100644
index 00000000000..26c44be68b2
--- /dev/null
+++ b/web/ui/react-app/src/pages/graph/GraphHeatmapHelpers.test.ts
@@ -0,0 +1,66 @@
+import { DataTableProps } from './DataTable';
+import { isHeatmapData } from './GraphHeatmapHelpers';
+
+describe('GraphHeatmapHelpers', () => {
+  it('isHeatmapData should return false for scalar and string resultType', () => {
+    let data = {
+      resultType: 'scalar',
+      result: [1703091180.125, '1703091180.125'],
+    } as DataTableProps['data'];
+    expect(isHeatmapData(data)).toBe(false);
+
+    data = {
+      resultType: 'string',
+      result: [1704305680.332, '2504'],
+    } as DataTableProps['data'];
+    expect(isHeatmapData(data)).toBe(false);
+  });
+
+  it('isHeatmapData should return false for a vector and matrix if length < 2', () => {
+    let data = {
+      resultType: 'vector',
+      result: [
+        {
+          metric: {
+            __name__: 'my_gauge',
+            job: 'target',
+          },
+          value: [1703091180.683, '6'],
+        },
+      ],
+    } as DataTableProps['data'];
+    expect(isHeatmapData(data)).toBe(false);
+
+    data = {
+      resultType: 'matrix',
+      result: [
+        {
+          metric: {},
+          values: [[1703091180.683, '6']],
+        },
+      ],
+    } as DataTableProps['data'];
+    expect(isHeatmapData(data)).toBe(false);
+  });
+
+  it('isHeatmapData should return true for valid heatmap data', () => {
+    const data = {
+      resultType: 'matrix',
+      result: [
+        {
+          metric: {
+            le: '100',
+          },
+          values: [[1703091180.683, '6']],
+        },
+        {
+          metric: {
+            le: '1000',
+          },
+          values: [[1703091190.683, '6.1']],
+        },
+      ],
+    } as DataTableProps['data'];
+    expect(isHeatmapData(data)).toBe(true);
+  });
+});