Comparison
athina-evals vs awesome-evals
Verdict
Pick athina-evals if athina-evals is a Python SDK developed for facilitating the evaluation of outputs from large language models through predefined metrics and frameworks; pick awesome-evals if curated resources for AI agent evaluation with BenchFlow backing its maintenance.
Markdown twin · athina-evals alternatives · awesome-evals alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | athina-evals | awesome-evals |
|---|---|---|
| Maintenance | Dormant (417d since push) As of 4w · github_public_v1 | Active (26d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization account As of 4w · 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
- awesome-evals
- A curated library of resources for building and evaluating AI agents
Stars
- athina-evals
- 301
- awesome-evals
- 761
Forks
- athina-evals
- 22
- awesome-evals
- 71
Open issues
- athina-evals
- 3
- awesome-evals
- 21
Language
- athina-evals
- Python
- awesome-evals
- -
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.
- awesome-evals
- Curated resources for AI agent evaluation with BenchFlow backing its maintenance
Persona
- athina-evals
- -
- awesome-evals
- -
Runtime
- athina-evals
- -
- awesome-evals
- -
License
- athina-evals
- -
- awesome-evals
- Other
Last pushed
- athina-evals
- Jun 6, 2025
- awesome-evals
- Jul 1, 2026
Categories
- athina-evals
- Evaluation & Observability
- awesome-evals
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- athina-evals
- Dormant (18%)
- awesome-evals
- Active (82%)
Days since push
- athina-evals
- 417d
- awesome-evals
- 26d
Open issues (now)
- athina-evals
- 3
- awesome-evals
- 21
Full report
- athina-evals
- Trust report
- awesome-evals
- Trust report
Choose athina-evals if…
- 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
- Leaner open-issue backlog (3).
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 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
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 (benchflow-ai/awesome-evals) · observed Jul 28, 2026
- GitHub forks (benchflow-ai/awesome-evals) · observed Jul 28, 2026
- Last push (benchflow-ai/awesome-evals) · observed Jul 1, 2026
- License file (Other) · observed Jul 28, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: athina-evals 301 · awesome-evals 761 (synced Jul 28, 2026).
Common questions
- What is the difference between athina-evals and awesome-evals?
- athina-evals: Python SDK for evaluating LLM generated responses. awesome-evals: A curated library of resources for building and evaluating AI agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose athina-evals over awesome-evals?
- Choose athina-evals over awesome-evals when 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; Leaner open-issue backlog (3).
- When should I choose awesome-evals over athina-evals?
- Choose awesome-evals over athina-evals 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 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 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
- Is athina-evals or awesome-evals more popular on GitHub?
- awesome-evals has more GitHub stars (761 vs 301). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and awesome-evals open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or awesome-evals?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and awesome-evals alternatives (athina-evals markdown twin, awesome-evals 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 awesome-evals?
- athina-evals: Dormant. awesome-evals: Active. 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 awesome-evals?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; awesome-evals trust report.