STACKQUADRANT

benchflow-ai/awesome-evals

Evaluation & Testing

A curated, non-BS library of the best resources for building and evaluating AI agents — papers, blogs, talks, tools, benchmarks. Maintained by BenchFlow.

5.0
GitHub Metrics
Stars
986
Forks
127
Open Issues
58
Watchers
2
Contributors
16
Weekly Commits
0
Language
—
License
NOASSERTION
Last Commit
Oct 9, 2026
Created
Jun 24, 2026
Latest Release
—
Release Date
—
Synced: Oct 16, 2026
Quality Scores
Documentation Qualityw: 20%
4.7

No dedicated docs site. Description: 153 chars. Stars signal: 986. Contributors: 16. Score: 4.7/10

Community Healthw: 20%
4.7

Stars: 986. Contributors: 16. Watchers: 2. Forks: 127. Issue ratio: 5.9%. Score: 4.7/10

Maintenance Velocityw: 15%
5.5

Last commit: 7d ago. Weekly commits: 0. No releases published. Score: 5.5/10

API Design & DXw: 20%
5.4

Stars/issues ratio: 17. No dedicated API docs. License: NOASSERTION. Popularity signal: 986 stars. Score: 5.4/10

Production Readinessw: 15%
5.0

Battle-tested: 986 stars. Peer review: 16 contributors. No versioned releases. Licensed: NOASSERTION. Age: 0.3 years. Maintenance: last commit 7d ago. Score: 5/10

Ecosystem Integrationw: 10%
5.1

Fork interest: 127. License: NOASSERTION. Adoption: 986 stars. Score: 5.1/10

Tags
agent-evaluationai-agentsawesomeawesome-listbenchmarksevalsllmllm-evaluationrl-environments
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration