Comparison
athina-evals vs auto-evaluator
Verdict
Pick athina-evals when athina-evals is primarily Python; auto-evaluator is TypeScript; pick auto-evaluator when auto-evaluator is primarily TypeScript; athina-evals is Python.
Markdown twin · athina-evals alternatives · auto-evaluator alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | athina-evals | auto-evaluator |
|---|---|---|
| Maintenance | Dormant (417d since push) As of 3w · github_public_v1 | Archived (408d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- athina-evals
- Python SDK for evaluating LLM generated responses
- auto-evaluator
- auto-evaluator
Stars
- athina-evals
- 301
- auto-evaluator
- 783
Forks
- athina-evals
- 22
- auto-evaluator
- 102
Open issues
- athina-evals
- 3
- auto-evaluator
- 21
Language
- athina-evals
- Python
- auto-evaluator
- TypeScript
Adopt for
- athina-evals
- athina-evals is a Python SDK developed for facilitating the evaluation of outputs from large language models through predefined metrics and frameworks.
- auto-evaluator
- -
Persona
- athina-evals
- -
- auto-evaluator
- -
Runtime
- athina-evals
- -
- auto-evaluator
- -
License
- athina-evals
- -
- auto-evaluator
- Other
Last pushed
- athina-evals
- Jun 6, 2025
- auto-evaluator
- Jun 26, 2025
Categories
- athina-evals
- Evaluation & Observability
- auto-evaluator
- Evaluation & Observability
Trust and health
Maintenance
- athina-evals
- Dormant (18%)
- auto-evaluator
- Archived (8%)
Days since push
- athina-evals
- 417d
- auto-evaluator
- 408d
Archived on GitHub
- athina-evals
- No
- auto-evaluator
- Yes
Open issues (now)
- athina-evals
- 3
- auto-evaluator
- 21
Full report
- athina-evals
- Trust report
- auto-evaluator
- Trust report
Choose athina-evals if…
- athina-evals is primarily Python; auto-evaluator is TypeScript.
- Tags unique to athina-evals: evaluation, evaluation-framework, evaluation-metrics, llm-eval.
- When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics
When NOT to use athina-evals
- If open-source alternatives with transparent customization options are preferred over athina-evals' approach
- In scenarios where API access requirements limit the ability to perform evaluations offline or in private environments
Choose auto-evaluator if…
- auto-evaluator is primarily TypeScript; athina-evals is Python.
- 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
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 (athina-ai/athina-evals) · observed Jul 28, 2026
- GitHub forks (athina-ai/athina-evals) · observed Jul 28, 2026
- Last push (athina-ai/athina-evals) · observed Jun 6, 2025
- License file (unknown) · observed Jul 28, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (langchain-ai/auto-evaluator) · observed Aug 8, 2026
- GitHub forks (langchain-ai/auto-evaluator) · observed Aug 8, 2026
- Last push (langchain-ai/auto-evaluator) · observed Jun 26, 2025
- License file (Other) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: athina-evals 301 · auto-evaluator 783 (synced Jul 28, 2026).
Common questions
- What is the difference between athina-evals and auto-evaluator?
- athina-evals: Python SDK for evaluating LLM generated responses. auto-evaluator: auto-evaluator. See the comparison table for live GitHub stats and shared categories.
- When should I choose athina-evals over auto-evaluator?
- Choose athina-evals over auto-evaluator when athina-evals is primarily Python; auto-evaluator is TypeScript; Tags unique to athina-evals: evaluation, evaluation-framework, evaluation-metrics, llm-eval; When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics.
- When should I choose auto-evaluator over athina-evals?
- Choose auto-evaluator over athina-evals when auto-evaluator is primarily TypeScript; athina-evals is Python; 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.
- When should I avoid athina-evals?
- If open-source alternatives with transparent customization options are preferred over athina-evals' approach In scenarios where API access requirements limit the ability to perform evaluations offline or in private environments
- 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 athina-evals or auto-evaluator more popular on GitHub?
- auto-evaluator has more GitHub stars (783 vs 301). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and auto-evaluator open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or auto-evaluator?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and auto-evaluator alternatives (athina-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, athina-evals or auto-evaluator?
- athina-evals: Dormant. 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 athina-evals and auto-evaluator?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; auto-evaluator trust report.