Datasets:
Formats:
csv
Size:
< 1K
Tags:
proxy-analysis
proxy-validation
ai-proxy-detection
anonymity-classification
latency-monitoring
reputation-scoring
License:
metadata
license: mit
tags:
- proxy-analysis
- proxy-validation
- ai-proxy-detection
- anonymity-classification
- latency-monitoring
- reputation-scoring
- duplicate-proxy-detection
- bhproxy
- proxy-checker
pretty_name: BHProxy Engine AI Benchmarks
size_categories:
- n<1K
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