Datasets:

BHProxy
/

engine-ai-benchmarks

id int64 1 20	proxy_address stringlengths 11 19	availability_score int64 15 95	latency_score int64 15 92	anonymity_score int64 10 96	protocol_support_score int64 20 93	reputation_score int64 12 94	duplicate_risk_score int64 10 90	overall_proxy_health int64 15 93	priority_signal stringclasses 2 values	anonymity_level stringclasses 3 values	protocol stringclasses 6 values	country stringlengths 5 14	notes stringlengths 18 28
1	192.0.2.10:8080	85	70	90	80	75	65	77	Duplicate Risk	Elite	HTTP/HTTPS/SOCKS5	United States	Healthy premium proxy
2	198.51.100.5:3128	60	55	40	65	50	45	53	Anonymity	Anonymous	HTTP/HTTPS	Germany	At risk transparent leakage
3	203.0.113.10:1080	92	88	95	90	88	85	90	Duplicate Risk	Elite	SOCKS5	Japan	Excellent across the board
4	10.0.0.50:8888	30	25	20	35	28	22	27	Anonymity	Transparent	HTTP	India	Critical low quality proxy
5	172.16.5.20:443	78	72	82	75	70	68	74	Duplicate Risk	Elite	HTTPS/SOCKS5	United Kingdom	Healthy steady proxy
6	192.168.10.30:8080	15	18	10	20	12	15	15	Anonymity	Transparent	HTTP	Brazil	Critical abusive endpoint
7	8.8.4.4:1080	95	92	96	93	94	90	93	Duplicate Risk	Elite	SOCKS5	United States	Reference excellent proxy
8	1.0.0.1:443	90	85	93	88	91	86	89	Duplicate Risk	Elite	HTTPS	United States	Premium DNS-linked proxy
9	203.0.113.45:3128	50	48	42	55	45	40	47	Anonymity	Anonymous	HTTP/HTTPS	South Africa	At risk routing endpoint
10	198.51.100.88:8080	75	70	78	72	68	65	71	Duplicate Risk	Anonymous	HTTP/HTTPS	Canada	Healthy connection
11	172.20.30.40:1080	62	58	65	60	55	50	58	Duplicate Risk	Anonymous	SOCKS5	Australia	At risk moderate latency
12	10.10.10.10:8080	82	78	85	80	79	75	80	Duplicate Risk	Elite	HTTP/HTTPS/SOCKS5	Singapore	Strong enterprise proxy
13	192.0.2.99:3128	25	22	18	28	20	18	22	Anonymity	Transparent	HTTP	Mexico	Critical legacy proxy
14	203.0.113.200:443	68	64	70	66	62	58	65	Duplicate Risk	Anonymous	HTTPS	France	Healthy urban proxy
15	198.51.100.150:8888	42	38	35	45	40	32	39	Anonymity	Anonymous	HTTP	Kenya	At risk rural network
16	172.16.100.5:1080	80	76	82	78	77	73	78	Duplicate Risk	Elite	SOCKS5	South Korea	Excellent business proxy
17	10.20.30.40:8080	35	30	28	38	32	25	31	Anonymity	Transparent	HTTP	Philippines	At risk discount tier
18	192.168.50.60:443	70	66	72	68	65	60	67	Duplicate Risk	Anonymous	HTTPS	Italy	Healthy suburban proxy
19	203.0.113.77:1080	88	84	90	86	85	80	86	Duplicate Risk	Elite	SOCKS5	Netherlands	Near excellent premium proxy
20	198.51.100.220:8080	20	15	12	22	15	10	16	Anonymity	Transparent	HTTP	Nigeria	Critical edge abusive proxy

BHProxy Engine AI Benchmarks

Benchmark dataset of 20 proxy evaluation cases with individual scores for availability, latency, anonymity, protocol support, reputation, and duplicate risk.

Built by BHProxy.com.

Dataset Description

This dataset contains benchmark data for an intelligent proxy analysis system that combines automated network validation with AI-assisted detection to identify unhealthy, duplicate, low-quality, and potentially abusive proxy endpoints.

Columns

Column	Type	Description
id	integer	Case ID
proxy_address	string	Proxy IP:port address
availability_score	integer	Availability score (0-100)
latency_score	integer	Latency score (0-100)
anonymity_score	integer	Anonymity score (0-100)
protocol_support_score	integer	Protocol support score (0-100)
reputation_score	integer	Reputation score (0-100)
duplicate_risk_score	integer	Duplicate risk score (0-100)
overall_proxy_health	integer	Overall proxy health score (0-100)
priority_signal	string	Lowest scoring signal to act on first
anonymity_level	string	Transparent, Anonymous, or Elite
protocol	string	Supported protocol(s)
country	string	Proxy geographic location
notes	string	Case notes

Score Interpretation

Score	Status	Action
0-30	Critical	Remove from pool immediately
31-60	At Risk	Flag for re-validation
61-80	Healthy	Safe to use
81-100	Excellent	Premium quality endpoint

Usage

import pandas as pd
df = pd.read_csv("proxy_benchmarks.csv")
print(df.head())

Citation

BHProxy.com. (2026). BHProxy Engine AI. Zenodo. https://doi.org/10.5281/zenodo.20922133

Links

Platform	URL
Website	https://bhproxy.com
GitHub	https://github.com/BHProxy/BHProxy-Engine-AI
NPM	https://npmjs.com/package/@bhproxy/engine-ai
Zenodo	https://doi.org/10.5281/zenodo.20922133

License

MIT — BHProxy.com

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