Comparison
athina-evals vs langevals
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 langevals if langEvals is an amalgamation platform for various language model evaluators under one umbrella. This tool offers a standardized interface to assess and protect large language models with ease.
Markdown twin · athina-evals alternatives · langevals alternatives
GraphCanon updated Sep 20, 2026
9views this month
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Trust & integrity
| Signal | athina-evals | langevals |
|---|---|---|
| Maintenance | Dormant (470d since push) As of Sep 20, 2026 · github_public_v1 | Archived (209d since push) As of Sep 13, 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 13, 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
- langevals
- Provides a platform for evaluating and benchmarking LLM models using various evaluators
Stars
- athina-evals
- 301
- langevals
- 72
Forks
- athina-evals
- 22
- langevals
- 10
Open issues
- athina-evals
- 4
- langevals
- 0
Language
- athina-evals
- Python
- langevals
- -
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.
- langevals
- LangEvals is an amalgamation platform for various language model evaluators under one umbrella. This tool offers a standardized interface to assess and protect large language models with ease.
Persona
- athina-evals
- -
- langevals
- -
Runtime
- athina-evals
- -
- langevals
- -
License
- athina-evals
- -
- langevals
- -
Last pushed
- athina-evals
- Jun 6, 2025
- langevals
- Feb 15, 2026
Categories
- athina-evals
- Evaluation & Observability
- langevals
- Evaluation & Observability
Trust and health
Maintenance
- athina-evals
- Dormant (18%)
- langevals
- Archived (8%)
Days since push
- athina-evals
- 470d
- langevals
- 209d
Archived on GitHub
- athina-evals
- No
- langevals
- Yes
Open issues (now)
- athina-evals
- 4
- langevals
- 0
Open issues delta
- athina-evals
- +1 (30d)
- langevals
- -18 (30d)
Full report
- athina-evals
- Trust report
- langevals
- Trust report
Choose athina-evals if…
- Tags unique to athina-evals: evaluation-framework, evaluation-metrics, llm-eval, llm-evaluation.
- When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics
- More GitHub stars (301 vs 72) - 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 langevals if…
- Tags unique to langevals: guardrails, llm, openai.
- When you need a singular point of access to multiple LLM evaluation tools
- More recently updated (last pushed Feb 15, 2026).
When NOT to use langevals
- If you prefer not having a dependency on LangEvals after it has been moved into the LangWatch monorepo, opting for directly managing individual evaluators could be a better option
- When needing to customize evaluation processes extensively beyond what the provided standard interface allows
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 (langwatch/langevals) · observed Sep 20, 2026
- GitHub forks (langwatch/langevals) · observed Sep 20, 2026
- Last push (langwatch/langevals) · observed Feb 15, 2026
- License file (unknown) · 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 · langevals 72 (synced Sep 20, 2026).
Common questions
- What is the difference between athina-evals and langevals?
- athina-evals: Python SDK for evaluating LLM generated responses. langevals: Provides a platform for evaluating and benchmarking LLM models using various evaluators. See the comparison table for live GitHub stats and shared categories.
- When should I choose athina-evals over langevals?
- Choose athina-evals over langevals when Tags unique to athina-evals: evaluation-framework, evaluation-metrics, llm-eval, llm-evaluation; When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics; More GitHub stars (301 vs 72) - visibility, not fit.
- When should I choose langevals over athina-evals?
- Choose langevals over athina-evals when Tags unique to langevals: guardrails, llm, openai; When you need a singular point of access to multiple LLM evaluation tools; More recently updated (last pushed Feb 15, 2026).
- 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 langevals?
- If you prefer not having a dependency on LangEvals after it has been moved into the LangWatch monorepo, opting for directly managing individual evaluators could be a better option When needing to customize evaluation processes extensively beyond what the provided standard interface allows
- Is athina-evals or langevals more popular on GitHub?
- athina-evals has more GitHub stars (301 vs 72). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and langevals open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or langevals?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and langevals alternatives (athina-evals markdown twin, langevals 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 langevals?
- athina-evals: Dormant. langevals: 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 langevals?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; langevals trust report.