Comparison
awesome-evals vs auto-evaluator
Verdict
Pick awesome-evals when tags unique to awesome-evals: agent-evaluation, ai-agents, awesome-list, benchmarks; pick auto-evaluator when tags unique to auto-evaluator: auto-evaluation, railway, typescript, vercel.
Markdown twin · awesome-evals alternatives · auto-evaluator alternatives
GraphCanon updated Sep 20, 2026
12views this month
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Trust & integrity
| Signal | awesome-evals | auto-evaluator |
|---|---|---|
| Maintenance | Very active (4d since push) As of Sep 20, 2026 · github_public_v1 | Archived (438d since push) As of Sep 8, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 8, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- awesome-evals
- A curated library of resources for building and evaluating AI agents
- auto-evaluator
- auto-evaluator
Stars
- awesome-evals
- 901
- auto-evaluator
- 783
Forks
- awesome-evals
- 104
- auto-evaluator
- 99
Open issues
- awesome-evals
- 34
- auto-evaluator
- 21
Language
- awesome-evals
- -
- auto-evaluator
- TypeScript
Adopt for
- awesome-evals
- Curated resources for AI agent evaluation with BenchFlow backing its maintenance
- auto-evaluator
- -
Persona
- awesome-evals
- -
- auto-evaluator
- -
Runtime
- awesome-evals
- -
- auto-evaluator
- -
License
- awesome-evals
- Other
- auto-evaluator
- Other
Last pushed
- awesome-evals
- Sep 15, 2026
- auto-evaluator
- Jun 26, 2025
Categories
- awesome-evals
- AI Agents, Evaluation & Observability
- auto-evaluator
- Evaluation & Observability
Trust and health
Maintenance
- awesome-evals
- Very active (96%)
- auto-evaluator
- Archived (8%)
Days since push
- awesome-evals
- 4d
- auto-evaluator
- 438d
Archived on GitHub
- awesome-evals
- No
- auto-evaluator
- Yes
Open issues (now)
- awesome-evals
- 34
- auto-evaluator
- 21
Stars delta
- awesome-evals
- +140 (30d)
- auto-evaluator
- 0 (30d)
Open issues delta
- awesome-evals
- +13 (30d)
- auto-evaluator
- 0 (30d)
Full report
- awesome-evals
- Trust report
- auto-evaluator
- Trust report
Choose awesome-evals if…
- Tags unique to awesome-evals: agent-evaluation, ai-agents, awesome-list, benchmarks.
- Also covers AI Agents.
- Need diverse resources encompassing papers, blogs, talks, tools, and benchmarks specifically curated for AI agent evaluation
When NOT to use awesome-evals
- Require real-time interactive support or direct tool integrations not covered by a static resource list
- Seeking proprietary tools from specific vendors rather than open resources and community content
Choose auto-evaluator if…
- Tags unique to auto-evaluator: auto-evaluation, railway, typescript, vercel.
- Use auto-evaluator when you are working with TypeScript and need an integrated solution for evaluating AI models
- Leaner open-issue backlog (21).
When NOT to use auto-evaluator
- Avoid using auto-evaluator if you require a multi-language support environment, as it focuses solely on TypeScript
- Do not use this tool if your project's hosting requirements do not align with using Vercel or Railway
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (benchflow-ai/awesome-evals) · observed Sep 20, 2026
- GitHub forks (benchflow-ai/awesome-evals) · observed Sep 20, 2026
- Last push (benchflow-ai/awesome-evals) · observed Sep 15, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (langchain-ai/auto-evaluator) · observed Sep 20, 2026
- GitHub forks (langchain-ai/auto-evaluator) · observed Sep 20, 2026
- Last push (langchain-ai/auto-evaluator) · observed Jun 26, 2025
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: awesome-evals 901 · auto-evaluator 783 (synced Sep 20, 2026).
Common questions
- What is the difference between awesome-evals and auto-evaluator?
- awesome-evals: A curated library of resources for building and evaluating AI agents. auto-evaluator: auto-evaluator. See the comparison table for live GitHub stats and shared categories.
- When should I choose awesome-evals over auto-evaluator?
- Choose awesome-evals over auto-evaluator when Tags unique to awesome-evals: agent-evaluation, ai-agents, awesome-list, benchmarks; Also covers AI Agents; Need diverse resources encompassing papers, blogs, talks, tools, and benchmarks specifically curated for AI agent evaluation.
- When should I choose auto-evaluator over awesome-evals?
- Choose auto-evaluator over awesome-evals when Tags unique to auto-evaluator: auto-evaluation, railway, typescript, vercel; Use auto-evaluator when you are working with TypeScript and need an integrated solution for evaluating AI models; Leaner open-issue backlog (21).
- When should I avoid awesome-evals?
- Require real-time interactive support or direct tool integrations not covered by a static resource list Seeking proprietary tools from specific vendors rather than open resources and community content
- When should I avoid auto-evaluator?
- Avoid using auto-evaluator if you require a multi-language support environment, as it focuses solely on TypeScript Do not use this tool if your project's hosting requirements do not align with using Vercel or Railway
- Is awesome-evals or auto-evaluator more popular on GitHub?
- awesome-evals has more GitHub stars (901 vs 783). Stars measure visibility, not whether either tool fits your constraints.
- Are awesome-evals and auto-evaluator open source?
- Yes - both are open-source projects on GitHub (awesome-evals: Other, auto-evaluator: Other).
- Where can I find alternatives to awesome-evals or auto-evaluator?
- GraphCanon lists graph-backed alternatives at awesome-evals alternatives and auto-evaluator alternatives (awesome-evals markdown twin, auto-evaluator markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, awesome-evals or auto-evaluator?
- awesome-evals: Very active. auto-evaluator: Archived. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for awesome-evals and auto-evaluator?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: awesome-evals trust report; auto-evaluator trust report.