Comparison
athina-evals vs LiveCodeBench
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 LiveCodeBench if liveCodeBench offers an in-depth approach to evaluating large language models specifically for code tasks such as generation and repair.
Markdown twin · athina-evals alternatives · LiveCodeBench alternatives
GraphCanon updated Oct 8, 2026
12views this month
vs
Trust & integrity
| Signal | athina-evals | LiveCodeBench |
|---|---|---|
| Maintenance | Dormant (470d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (449d since push) As of Oct 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 Oct 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
- athina-evals
- Python SDK for evaluating LLM generated responses
- LiveCodeBench
- Holistic and contamination-free evaluation of large language models for code
Stars
- athina-evals
- 301
- LiveCodeBench
- 958
Forks
- athina-evals
- 22
- LiveCodeBench
- 206
Open issues
- athina-evals
- 4
- LiveCodeBench
- 49
Language
- athina-evals
- Python
- LiveCodeBench
- 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.
- LiveCodeBench
- LiveCodeBench offers an in-depth approach to evaluating large language models specifically for code tasks such as generation and repair.
Persona
- athina-evals
- -
- LiveCodeBench
- -
Runtime
- athina-evals
- -
- LiveCodeBench
- -
License
- athina-evals
- -
- LiveCodeBench
- MIT
Last pushed
- athina-evals
- Jun 6, 2025
- LiveCodeBench
- Jul 16, 2025
Categories
- athina-evals
- Evaluation & Observability
- LiveCodeBench
- Evaluation & Observability
Trust and health
Days since push
- athina-evals
- 470d
- LiveCodeBench
- 449d
Open issues (now)
- athina-evals
- 4
- LiveCodeBench
- 49
Stars delta
- athina-evals
- 0 (30d)
- LiveCodeBench
- +22 (30d)
Open issues delta
- athina-evals
- +1 (30d)
- LiveCodeBench
- +6 (30d)
Full report
- athina-evals
- Trust report
- LiveCodeBench
- 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 (4).
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 LiveCodeBench if…
- Tags unique to LiveCodeBench: code-execution, code-generation, code-repair, gpt-4.
- When you need a holistic method to assess the effectiveness of LLMs in code tasks without risking contamination by earlier outputs or data leakage.
- More GitHub stars (958 vs 301) - visibility, not fit.
When NOT to use LiveCodeBench
- For broad, non-code-specific model assessments where a more generalized evaluation tool would suffice.
- If your project is not compatible with Python 3.11 or if you do not want to use the uv dependency manager recommended by LiveCodeBench.
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 (LiveCodeBench/LiveCodeBench) · observed Oct 8, 2026
- GitHub forks (LiveCodeBench/LiveCodeBench) · observed Oct 8, 2026
- Last push (LiveCodeBench/LiveCodeBench) · observed Jul 16, 2025
- License file (MIT) · observed Oct 8, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: athina-evals 301 · LiveCodeBench 958 (synced Sep 20, 2026).
Common questions
- What is the difference between athina-evals and LiveCodeBench?
- athina-evals: Python SDK for evaluating LLM generated responses. LiveCodeBench: Holistic and contamination-free evaluation of large language models for code. See the comparison table for live GitHub stats and shared categories.
- When should I choose athina-evals over LiveCodeBench?
- Choose athina-evals over LiveCodeBench 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 (4).
- When should I choose LiveCodeBench over athina-evals?
- Choose LiveCodeBench over athina-evals when Tags unique to LiveCodeBench: code-execution, code-generation, code-repair, gpt-4; When you need a holistic method to assess the effectiveness of LLMs in code tasks without risking contamination by earlier outputs or data leakage; More GitHub stars (958 vs 301) - visibility, not fit.
- 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 LiveCodeBench?
- For broad, non-code-specific model assessments where a more generalized evaluation tool would suffice. If your project is not compatible with Python 3.11 or if you do not want to use the uv dependency manager recommended by LiveCodeBench.
- Is athina-evals or LiveCodeBench more popular on GitHub?
- LiveCodeBench has more GitHub stars (958 vs 301). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and LiveCodeBench open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or LiveCodeBench?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and LiveCodeBench alternatives (athina-evals markdown twin, LiveCodeBench 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 LiveCodeBench?
- athina-evals: Dormant. LiveCodeBench: 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 LiveCodeBench?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; LiveCodeBench trust report.