Comparison
athina-evals vs baba_is_eval
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 baba_is_eval if baba_is_eval leverages Baba Is You to evaluate language models' meta-level reasoning in an interactive text-based setting through MCP server integration.
Markdown twin · athina-evals alternatives · baba_is_eval alternatives
GraphCanon updated Sep 20, 2026
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Trust & integrity
| Signal | athina-evals | baba_is_eval |
|---|---|---|
| Maintenance | Dormant (470d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (435d since push) As of Sep 9, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 9, 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 Aug 2, 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
- athina-evals
- Python SDK for evaluating LLM generated responses
- baba_is_eval
- Evaluates language models' meta-level reasoning through the puzzle game Baba Is You
Stars
- athina-evals
- 301
- baba_is_eval
- 62
Forks
- athina-evals
- 22
- baba_is_eval
- 8
Open issues
- athina-evals
- 4
- baba_is_eval
- 2
Language
- athina-evals
- Python
- baba_is_eval
- Python
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.
- baba_is_eval
- baba_is_eval leverages Baba Is You to evaluate language models' meta-level reasoning in an interactive text-based setting through MCP server integration.
Persona
- athina-evals
- -
- baba_is_eval
- -
Runtime
- athina-evals
- -
- baba_is_eval
- -
License
- athina-evals
- -
- baba_is_eval
- (unknown)
Last pushed
- athina-evals
- Jun 6, 2025
- baba_is_eval
- Jun 30, 2025
Categories
- athina-evals
- Evaluation & Observability
- baba_is_eval
- Evaluation & Observability
Trust and health
Days since push
- athina-evals
- 470d
- baba_is_eval
- 435d
Open issues (now)
- athina-evals
- 4
- baba_is_eval
- 2
Open issues delta
- athina-evals
- +1 (30d)
- baba_is_eval
- 0 (30d)
Owner type
- athina-evals
- Organization
- baba_is_eval
- User
Full report
- athina-evals
- Trust report
- baba_is_eval
- 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
- More GitHub stars (301 vs 62) - visibility, not fit.
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 baba_is_eval if…
- Pricing: Free to use, but requires purchasing Baba Is You from a platform like Steam for testing..
- Tags unique to baba_is_eval: llm-tool-call, mcp, mcp-server.
- - When you need to test the advanced problem-solving and strategic thinking capabilities of a language model, especially for understanding or creating game rules dynamically
When NOT to use baba_is_eval
- - If your test scenario requires stability or reliability, as baba_is_eval is noted for being unstable due to its alpha status
- - When you need a tool that supports automated testing without the necessity of human supervision or manual setup of game assets and MCP server interaction
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 Sep 20, 2026
- GitHub forks (athina-ai/athina-evals) · observed Sep 20, 2026
- Last push (athina-ai/athina-evals) · observed Jun 6, 2025
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (lennart-finke/baba_is_eval) · observed Sep 20, 2026
- GitHub forks (lennart-finke/baba_is_eval) · observed Sep 20, 2026
- Last push (lennart-finke/baba_is_eval) · observed Jun 30, 2025
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Aug 2, 2026
GitHub stars on cards: athina-evals 301 · baba_is_eval 62 (synced Sep 20, 2026).
Common questions
- What is the difference between athina-evals and baba_is_eval?
- athina-evals: Python SDK for evaluating LLM generated responses. baba_is_eval: Evaluates language models' meta-level reasoning through the puzzle game Baba Is You. See the comparison table for live GitHub stats and shared categories.
- When should I choose athina-evals over baba_is_eval?
- Choose athina-evals over baba_is_eval 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; More GitHub stars (301 vs 62) - visibility, not fit.
- When should I choose baba_is_eval over athina-evals?
- Choose baba_is_eval over athina-evals when Pricing: Free to use, but requires purchasing Baba Is You from a platform like Steam for testing.; Tags unique to baba_is_eval: llm-tool-call, mcp, mcp-server; - When you need to test the advanced problem-solving and strategic thinking capabilities of a language model, especially for understanding or creating game rules dynamically.
- 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 baba_is_eval?
- - If your test scenario requires stability or reliability, as baba_is_eval is noted for being unstable due to its alpha status - When you need a tool that supports automated testing without the necessity of human supervision or manual setup of game assets and MCP server interaction
- Is athina-evals or baba_is_eval more popular on GitHub?
- athina-evals has more GitHub stars (301 vs 62). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and baba_is_eval open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or baba_is_eval?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and baba_is_eval alternatives (athina-evals markdown twin, baba_is_eval 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 baba_is_eval?
- athina-evals: Dormant. baba_is_eval: Dormant. 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 baba_is_eval?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; baba_is_eval trust report.