---
title: "awesome-evals"
type: "tool"
slug: "benchflow-ai-awesome-evals"
canonical_url: "https://www.graphcanon.com/tools/benchflow-ai-awesome-evals"
github_url: "https://github.com/benchflow-ai/awesome-evals"
homepage_url: null
stars: 706
forks: 55
primary_language: null
license: "Other"
archived: false
categories: ["ai-agents", "llm-frameworks", "evaluation-observability"]
tags: ["awesome", "agent-evaluation", "llm", "evals", "awesome-list", "benchmarks", "ai-agents", "llm-evaluation"]
updated_at: "2026-07-11T11:59:48.779532+00:00"
---

# awesome-evals

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

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

## Facts

- Repository: https://github.com/benchflow-ai/awesome-evals
- Stars: 706 · Forks: 55 · Open issues: 8 · Watchers: 2
- License: Other
- Last pushed: 2026-07-01T22:53:19+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Active (computed 2026-07-11T11:59:47.214Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:59:47.797Z
- Full report: [trust report](/tools/benchflow-ai-awesome-evals/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/benchflow-ai-awesome-evals/trust)

## Categories

- [AI Agents](/categories/ai-agents.md)
- [LLM Frameworks](/categories/llm-frameworks.md)
- [Evaluation & Observability](/categories/evaluation-observability.md)

## Tags

awesome, agent-evaluation, llm, evals, awesome-list, benchmarks, ai-agents, llm evaluation

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

- [awesome](/tools/sindresorhus-awesome.md) - 😎 Curated list of awesome topics including hardware resources (★ 484,026) [Active]
- [ECC](/tools/affaan-m-ecc.md) - The agent harness performance optimization system for AI agents (★ 228,395) [Very active]
- [hermes-agent](/tools/nousresearch-hermes-agent.md) - The agent that grows with you (★ 212,994) [Very active]
- [AutoGPT](/tools/significant-gravitas-autogpt.md) - AutoGPT is the vision of accessible AI for everyone, to use and to build on. (★ 185,464) [Very active]
- [ollama](/tools/ollama-ollama.md) - Get up and running with various large language models using Ollama. (★ 175,936) [Very active]
- [prompts.chat](/tools/f-prompts-chat.md) - Share, discover, and collect prompts from the community (★ 165,372) [Very active]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/benchflow-ai-awesome-evals`](/api/graphcanon/tools/benchflow-ai-awesome-evals)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_