Comparison
athina-evals vs just-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 just-eval if just-eval provides a straightforward GPT-based framework for evaluating LLMs across multiple dimensions with clear outputs.
Markdown twin · athina-evals alternatives · just-eval alternatives
GraphCanon updated Sep 20, 2026
8views this month
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Trust & integrity
| Signal | athina-evals | just-eval |
|---|---|---|
| Maintenance | Dormant (470d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (953d 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 · Organization 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 Jul 15, 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
- just-eval
- A simple GPT-based evaluation tool for multi-aspect, interpretable assessment of LLMs.
Stars
- athina-evals
- 301
- just-eval
- 90
Forks
- athina-evals
- 22
- just-eval
- 7
Open issues
- athina-evals
- 4
- just-eval
- 2
Language
- athina-evals
- Python
- just-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.
- just-eval
- just-eval provides a straightforward GPT-based framework for evaluating LLMs across multiple dimensions with clear outputs.
Persona
- athina-evals
- -
- just-eval
- -
Runtime
- athina-evals
- -
- just-eval
- -
License
- athina-evals
- -
- just-eval
- MIT
Last pushed
- athina-evals
- Jun 6, 2025
- just-eval
- Jan 29, 2024
Categories
- athina-evals
- Evaluation & Observability
- just-eval
- Evaluation & Observability
Trust and health
Days since push
- athina-evals
- 470d
- just-eval
- 953d
Open issues (now)
- athina-evals
- 4
- just-eval
- 2
Open issues delta
- athina-evals
- +1 (30d)
- just-eval
- 0 (30d)
Full report
- athina-evals
- Trust report
- just-eval
- Trust report
Choose athina-evals if…
- Tags unique to athina-evals: evaluation-framework, evaluation-metrics, llm-ops.
- When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics
- More GitHub stars (301 vs 90) - 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 just-eval if…
- Tags unique to just-eval: gpt4, llm.
- When your team requires an in-depth yet interpretable evaluation of LLM performance, focusing on various aspects.
- Leaner open-issue backlog (2).
When NOT to use just-eval
- Avoid if direct integration with competing API services is needed as just-eval focuses solely on OpenAI API key configuration.
- Not suitable when your project demands a custom evaluation framework that extends beyond simple GPT-based assessments.
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 (Re-Align/just-eval) · observed Sep 20, 2026
- GitHub forks (Re-Align/just-eval) · observed Sep 20, 2026
- Last push (Re-Align/just-eval) · observed Jan 29, 2024
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: athina-evals 301 · just-eval 90 (synced Sep 20, 2026).
Common questions
- What is the difference between athina-evals and just-eval?
- athina-evals: Python SDK for evaluating LLM generated responses. just-eval: A simple GPT-based evaluation tool for multi-aspect, interpretable assessment of LLMs.. See the comparison table for live GitHub stats and shared categories.
- When should I choose athina-evals over just-eval?
- Choose athina-evals over just-eval when Tags unique to athina-evals: evaluation-framework, evaluation-metrics, llm-ops; When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics; More GitHub stars (301 vs 90) - visibility, not fit.
- When should I choose just-eval over athina-evals?
- Choose just-eval over athina-evals when Tags unique to just-eval: gpt4, llm; When your team requires an in-depth yet interpretable evaluation of LLM performance, focusing on various aspects; Leaner open-issue backlog (2).
- 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 just-eval?
- Avoid if direct integration with competing API services is needed as just-eval focuses solely on OpenAI API key configuration. Not suitable when your project demands a custom evaluation framework that extends beyond simple GPT-based assessments.
- Is athina-evals or just-eval more popular on GitHub?
- athina-evals has more GitHub stars (301 vs 90). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and just-eval open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or just-eval?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and just-eval alternatives (athina-evals markdown twin, just-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 just-eval?
- athina-evals: Dormant. just-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 just-eval?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; just-eval trust report.