by benchflow-ai · Agent Tool · ★ 583
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Awesome Agent Evals A curated, opinionated, non-BS library of the best resources for building and evaluating AI agents — papers, blog posts, talks, courses, tools, and benchmarks. Maintained by BenchFlow · "Environments are the new data." Most "awesome" lists are link dumps. This one is annotated and verified: every entry says what it is and why it belongs, URLs are checked, quotes are verbatim, and dead/abandoned tools are pruned (not silently listed). It was assembled by: a depth-4 recursive citation crawl (11.6k papers, ranked by in-degree) to surface the academic canon, targeted practitioner-web discovery for the industry sources citation graphs miss (Eugene Yan, Han-Chung Lee, Hamel Husain, Shreya Shankar, Nathan Lambert, …), 47 talks & podcasts transcribed and deep-noted (verbatim + timestamps), and per-section gap audits with adversarial verification. 415+ curated links · 146 deep reading notes (see ). Markers: 🆕 = released/updated 2025–2026 · ⚠️ = caveat. Contributions welcome — see CONTRIBUTING.
| Stars | 583 |
| Forks | 42 |
| Category | Agent Tool |
| Quality Score | 53.1153771821903/100 |
| Open Issues | 2 |
| Last Updated | 2026-06-29 |
| Created | 2026-06-24 |
| Est. Tokens | ~28k |
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awesome-evals is A curated, non-BS library of the best resources for building and evaluating AI agents — papers, blogs, talks, tools, benchmarks. Maintained by BenchFlow.. It is categorized as a Agent Tool with 583 GitHub stars.
You can find installation instructions and usage details in the awesome-evals GitHub repository at github.com/benchflow-ai/awesome-evals. The project has 583 stars and 42 forks, indicating an active community.
The top alternatives to awesome-evals on Agent Skills Hub include awesome-ai-sdks, awesome-local-llm, awesome-LangGraph. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.