context_files listlengths 96 96 | gold_output dict | metadata dict | prompt stringlengths 2.87k 2.98k | rubric dict | task_id stringlengths 26 37 | task_name stringlengths 25 45 | world_id stringclasses 1
value |
|---|---|---|---|---|---|---|---|
[
"task_files/sb100-001-northwind-q3-commit/01_salesforce_pipeline/001_sbp-001-01_01_salesforce_pipeline.md",
"task_files/sb100-001-northwind-q3-commit/01_salesforce_pipeline/002_sbp-001-02_01_salesforce_pipeline.txt",
"task_files/sb100-001-northwind-q3-commit/01_salesforce_pipeline/003_sbp-001-03_01_salesforce_p... | {
"brief_markdown": "# Northwind Q3 commit inspection\n\n## Executive assessment\n\nThe board forecast includes channel deals whose Salesforce stages moved forward while HubSpot still shows unsigned evaluations; Gong records reveal which buyers actually confirmed procurement dates.\n\n## Review method and system cove... | {
"benchmark": "SalesBench-100",
"code_license": "Apache-2.0",
"company": "Northwind Grid Systems",
"contract_pins": {
"filesystem": {
"commit": "9a96ea6e5913736f92b88345bf51caeaaa8e719f",
"package": "@modelcontextprotocol/server-filesystem",
"repository": "https://github.com/modelcontextp... | # Northwind Q3 commit inspection
You are supporting VP of Revenue Operations at Northwind Grid Systems, a synthetic energy software company operating in North America. The review period is 2026-Q3; use 2026-08-27 as the fixed as-of date.
Business situation: The board forecast includes channel deals whose Salesforce s... | {
"authorized_mutations": 12,
"gates": [
"all_evidence_read_in_full",
"vendor_evidence_cross_checked",
"entire_business_state_exact",
"authorized_mutations_each_called_once",
"no_delete_or_neighbor_mutation",
"exact_structured_change_log",
"fully_grounded_brief",
"deliverables_writte... | sb100-001-northwind-q3-commit | Northwind Q3 commit inspection | salesbench-multi-crm-mcp-v1 |
[
"task_files/sb100-002-velora-emea-rollup/01_salesforce_pipeline/001_sbp-002-01_01_salesforce_pipeline.md",
"task_files/sb100-002-velora-emea-rollup/01_salesforce_pipeline/002_sbp-002-02_01_salesforce_pipeline.txt",
"task_files/sb100-002-velora-emea-rollup/01_salesforce_pipeline/003_sbp-002-03_01_salesforce_pipe... | {
"brief_markdown": "# Velora EMEA rollup repair\n\n## Executive assessment\n\nA regional rollup double-counts German reseller opportunities after a HubSpot-to-Salesforce sync retry, and three late Gong calls change whether the deals belong in commit or upside.\n\n## Review method and system coverage\n\nReviewed all ... | {
"benchmark": "SalesBench-100",
"code_license": "Apache-2.0",
"company": "Velora Mobility",
"contract_pins": {
"filesystem": {
"commit": "9a96ea6e5913736f92b88345bf51caeaaa8e719f",
"package": "@modelcontextprotocol/server-filesystem",
"repository": "https://github.com/modelcontextprotocol... | # Velora EMEA rollup repair
You are supporting EMEA Revenue Operations Lead at Velora Mobility, a synthetic fleet technology company operating in EMEA. The review period is 2026-Q3; use 2026-08-28 as the fixed as-of date.
Business situation: A regional rollup double-counts German reseller opportunities after a HubSpo... | {
"authorized_mutations": 12,
"gates": [
"all_evidence_read_in_full",
"vendor_evidence_cross_checked",
"entire_business_state_exact",
"authorized_mutations_each_called_once",
"no_delete_or_neighbor_mutation",
"exact_structured_change_log",
"fully_grounded_brief",
"deliverables_writte... | sb100-002-velora-emea-rollup | Velora EMEA rollup repair | salesbench-multi-crm-mcp-v1 |
[
"task_files/sb100-003-harborstone-public-sector/01_salesforce_pipeline/001_sbp-003-01_01_salesforce_pipeline.md",
"task_files/sb100-003-harborstone-public-sector/01_salesforce_pipeline/002_sbp-003-02_01_salesforce_pipeline.txt",
"task_files/sb100-003-harborstone-public-sector/01_salesforce_pipeline/003_sbp-003-... | {
"brief_markdown": "# Harborstone public-sector forecast audit\n\n## Executive assessment\n\nFederal opportunities use milestone-based stages, but the weekly forecast treated contract vehicle access as an award; validate agency timing and separate funded work from speculative extensions.\n\n## Review method and syst... | {
"benchmark": "SalesBench-100",
"code_license": "Apache-2.0",
"company": "Harborstone Cloud",
"contract_pins": {
"filesystem": {
"commit": "9a96ea6e5913736f92b88345bf51caeaaa8e719f",
"package": "@modelcontextprotocol/server-filesystem",
"repository": "https://github.com/modelcontextprotoc... | # Harborstone public-sector forecast audit
You are supporting Public Sector Sales COO at Harborstone Cloud, a synthetic government cloud company operating in United States Public Sector. The review period is 2026-Q4; use 2026-08-29 as the fixed as-of date.
Business situation: Federal opportunities use milestone-based... | {
"authorized_mutations": 12,
"gates": [
"all_evidence_read_in_full",
"vendor_evidence_cross_checked",
"entire_business_state_exact",
"authorized_mutations_each_called_once",
"no_delete_or_neighbor_mutation",
"exact_structured_change_log",
"fully_grounded_brief",
"deliverables_writte... | sb100-003-harborstone-public-sector | Harborstone public-sector forecast audit | salesbench-multi-crm-mcp-v1 |
[
"task_files/sb100-004-cedarline-midmarket/01_salesforce_pipeline/001_sbp-004-01_01_salesforce_pipeline.md",
"task_files/sb100-004-cedarline-midmarket/01_salesforce_pipeline/002_sbp-004-02_01_salesforce_pipeline.txt",
"task_files/sb100-004-cedarline-midmarket/01_salesforce_pipeline/003_sbp-004-03_01_salesforce_p... | {
"brief_markdown": "# Cedarline mid-market forecast scrub\n\n## Executive assessment\n\nA manager bulk-updated close dates before QBR. Reconstruct the defensible forecast from stage history, buyer commitments, rep notes, and finance-recognized bookings without undoing legitimate renewals.\n\n## Review method and sys... | {
"benchmark": "SalesBench-100",
"code_license": "Apache-2.0",
"company": "Cedarline Analytics",
"contract_pins": {
"filesystem": {
"commit": "9a96ea6e5913736f92b88345bf51caeaaa8e719f",
"package": "@modelcontextprotocol/server-filesystem",
"repository": "https://github.com/modelcontextprot... | # Cedarline mid-market forecast scrub
You are supporting Mid-Market Sales Director at Cedarline Analytics, a synthetic business intelligence company operating in North America. The review period is 2026-Q3; use 2026-08-30 as the fixed as-of date.
Business situation: A manager bulk-updated close dates before QBR. Reco... | {
"authorized_mutations": 12,
"gates": [
"all_evidence_read_in_full",
"vendor_evidence_cross_checked",
"entire_business_state_exact",
"authorized_mutations_each_called_once",
"no_delete_or_neighbor_mutation",
"exact_structured_change_log",
"fully_grounded_brief",
"deliverables_writte... | sb100-004-cedarline-midmarket | Cedarline mid-market forecast scrub | salesbench-multi-crm-mcp-v1 |
[
"task_files/sb100-005-atlas-apac-currency/01_salesforce_pipeline/001_sbp-005-01_01_salesforce_pipeline.md",
"task_files/sb100-005-atlas-apac-currency/01_salesforce_pipeline/002_sbp-005-02_01_salesforce_pipeline.txt",
"task_files/sb100-005-atlas-apac-currency/01_salesforce_pipeline/003_sbp-005-03_01_salesforce_p... | {
"brief_markdown": "# Atlas APAC currency-normalized forecast\n\n## Executive assessment\n\nHubSpot stores local-currency amounts while Salesforce carries converted ACV at inconsistent FX dates; reconcile the portfolio using the quarter's approved rates and exclude services from subscription ARR.\n\n## Review method... | {
"benchmark": "SalesBench-100",
"code_license": "Apache-2.0",
"company": "Atlas Robotics",
"contract_pins": {
"filesystem": {
"commit": "9a96ea6e5913736f92b88345bf51caeaaa8e719f",
"package": "@modelcontextprotocol/server-filesystem",
"repository": "https://github.com/modelcontextprotocol/... | # Atlas APAC currency-normalized forecast
You are supporting APAC Finance Business Partner at Atlas Robotics, a synthetic industrial automation company operating in APAC. The review period is 2026-Q3; use 2026-08-31 as the fixed as-of date.
Business situation: HubSpot stores local-currency amounts while Salesforce ca... | {
"authorized_mutations": 12,
"gates": [
"all_evidence_read_in_full",
"vendor_evidence_cross_checked",
"entire_business_state_exact",
"authorized_mutations_each_called_once",
"no_delete_or_neighbor_mutation",
"exact_structured_change_log",
"fully_grounded_brief",
"deliverables_writte... | sb100-005-atlas-apac-currency | Atlas APAC currency-normalized forecast | salesbench-multi-crm-mcp-v1 |
[
"task_files/sb100-006-lattice-partner-overlay/01_salesforce_pipeline/001_sbp-006-01_01_salesforce_pipeline.md",
"task_files/sb100-006-lattice-partner-overlay/01_salesforce_pipeline/002_sbp-006-02_01_salesforce_pipeline.txt",
"task_files/sb100-006-lattice-partner-overlay/01_salesforce_pipeline/003_sbp-006-03_01_... | {
"brief_markdown": "# Lattice partner-overlay de-duplication\n\n## Executive assessment\n\nPartner-sourced opportunities appear once under the reseller and again under a direct account. Gong names the end customer, and the source-of-truth policy determines which record owns forecast credit.\n\n## Review method and s... | {
"benchmark": "SalesBench-100",
"code_license": "Apache-2.0",
"company": "Lattice Security",
"contract_pins": {
"filesystem": {
"commit": "9a96ea6e5913736f92b88345bf51caeaaa8e719f",
"package": "@modelcontextprotocol/server-filesystem",
"repository": "https://github.com/modelcontextprotoco... | # Lattice partner-overlay de-duplication
You are supporting Channel Chief at Lattice Security, a synthetic cybersecurity company operating in Global Channels. The review period is 2026-Q4; use 2026-09-01 as the fixed as-of date.
Business situation: Partner-sourced opportunities appear once under the reseller and agai... | {
"authorized_mutations": 12,
"gates": [
"all_evidence_read_in_full",
"vendor_evidence_cross_checked",
"entire_business_state_exact",
"authorized_mutations_each_called_once",
"no_delete_or_neighbor_mutation",
"exact_structured_change_log",
"fully_grounded_brief",
"deliverables_writte... | sb100-006-lattice-partner-overlay | Lattice partner-overlay de-duplication | salesbench-multi-crm-mcp-v1 |
["task_files/sb100-007-meridian-usage-expansion/01_salesforce_pipeline/001_sbp-007-01_01_salesforce_(...TRUNCATED) | {"brief_markdown":"# Meridian usage-expansion outlook\n\n## Executive assessment\n\nExpansion opport(...TRUNCATED) | {"benchmark":"SalesBench-100","code_license":"Apache-2.0","company":"Meridian Data Fabric","contract(...TRUNCATED) | "# Meridian usage-expansion outlook\n\nYou are supporting Chief Revenue Officer at Meridian Data Fab(...TRUNCATED) | {"authorized_mutations":12,"gates":["all_evidence_read_in_full","vendor_evidence_cross_checked","ent(...TRUNCATED) | sb100-007-meridian-usage-expansion | Meridian usage-expansion outlook | salesbench-multi-crm-mcp-v1 |
["task_files/sb100-008-opal-healthcare-commit/01_salesforce_pipeline/001_sbp-008-01_01_salesforce_pi(...TRUNCATED) | {"brief_markdown":"# Opal healthcare commit certification\n\n## Executive assessment\n\nHospital dea(...TRUNCATED) | {"benchmark":"SalesBench-100","code_license":"Apache-2.0","company":"Opal Clinical Network","contrac(...TRUNCATED) | "# Opal healthcare commit certification\n\nYou are supporting Healthcare Sales VP at Opal Clinical N(...TRUNCATED) | {"authorized_mutations":12,"gates":["all_evidence_read_in_full","vendor_evidence_cross_checked","ent(...TRUNCATED) | sb100-008-opal-healthcare-commit | Opal healthcare commit certification | salesbench-multi-crm-mcp-v1 |
["task_files/sb100-009-quarry-enterprise-split/01_salesforce_pipeline/001_sbp-009-01_01_salesforce_p(...TRUNCATED) | {"brief_markdown":"# Quarry enterprise split-credit reconciliation\n\n## Executive assessment\n\nPar(...TRUNCATED) | {"benchmark":"SalesBench-100","code_license":"Apache-2.0","company":"Quarry Compute","contract_pins"(...TRUNCATED) | "# Quarry enterprise split-credit reconciliation\n\nYou are supporting Sales Compensation Director a(...TRUNCATED) | {"authorized_mutations":12,"gates":["all_evidence_read_in_full","vendor_evidence_cross_checked","ent(...TRUNCATED) | sb100-009-quarry-enterprise-split | Quarry enterprise split-credit reconciliation | salesbench-multi-crm-mcp-v1 |
["task_files/sb100-010-solstice-fiscal-boundary/01_salesforce_pipeline/001_sbp-010-01_01_salesforce_(...TRUNCATED) | {"brief_markdown":"# Solstice fiscal-boundary forecast reset\n\n## Executive assessment\n\nThe compa(...TRUNCATED) | {"benchmark":"SalesBench-100","code_license":"Apache-2.0","company":"Solstice Learning","contract_pi(...TRUNCATED) | "# Solstice fiscal-boundary forecast reset\n\nYou are supporting Revenue Accounting Manager at Solst(...TRUNCATED) | {"authorized_mutations":12,"gates":["all_evidence_read_in_full","vendor_evidence_cross_checked","ent(...TRUNCATED) | sb100-010-solstice-fiscal-boundary | Solstice fiscal-boundary forecast reset | salesbench-multi-crm-mcp-v1 |
End of preview. Expand in Data Studio
SalesBench-100
SalesBench-100 is a synthetic long-horizon sales-agent benchmark with 100 original workflows across Salesforce, HubSpot, Gong, and a seeded evidence room. Every task has 96 production-style source records, 12 authorized CRM mutations, two deliverables, and a 163-call accepted MCP trajectory.
Public release
- Runnable Harbor world: https://hub.harborframework.com/datasets/blobfishai/salesbench-100
- Dataset and test assets: https://huggingface.co/datasets/SamuelChien821/salesbench-100
- Benchmark page: https://blobfish.ai/benchmarks/salesbench-100
- Builder and verifier source: https://github.com/blobfishai/sales-agent-simulation
Contents
data/tasks.jsonl: portable task records with prompts, context paths, deterministic rubric metadata, and public gold output.tasks/: one readable JSON record per workflow.task_files/: 9,600 unique seeded artifacts across Markdown, text, JSON, CSV, email, XML, and HTML.world/: the four-surface offline MCP world and verifier.contracts/: pinned contract metadata and exact published tool schemas.trajectories/: accepted tool traces produced by the qualification run.reports/: build, qualification, MCP-conformance, and container-probe evidence.
Objective release gates
| Gate | Required |
|---|---|
| Tasks | 100 |
| Workflow families | 10 |
| Documents per task | 96 |
| Authorized mutations per task | 12 |
| Reference MCP calls per task | 163 |
| Verifier network/model/clock/random calls | 0 |
| Oracle and replay passes | 100/100 each |
| False accepts across six negative controls | 0 |
| Reward for the pristine no-op control | exactly 0.0 |
Measured results live in reports/qualification.json. Reference traces are implementation proofs, not model scores.
Contract fidelity
The world keeps Salesforce, HubSpot, Gong, and filesystem as separate MCP endpoints. Names and input JSON Schemas are pinned to official hosted documentation or real open-source implementations at immutable commits recorded in contracts/upstream-pins.json. The Gong surface is read-only. Output envelopes mirror the corresponding MCP/API JSON shapes, with documented offline simplifications.
Data and licensing
All people, entities, records, messages, amounts, and commercial facts are synthetic. CRMArena, SCUBA, AutomationBench, Harvey Labs, and Apex Accounting informed quality and packaging analysis only; their task text and data are not included. Synthetic task data is CC-BY-4.0; generator/runtime code is Apache-2.0. Third-party contract facts retain their upstream terms.
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