Comparison
athina-evals vs leva
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 leva if leva is an LLM evaluation framework for Ruby on Rails apps, aiming to use production data directly in the evaluation process.
Markdown twin · athina-evals alternatives · leva alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | athina-evals | leva |
|---|---|---|
| Maintenance | Dormant (417d since push) As of 3w · github_public_v1 | Steady (55d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Personal account As of 3w · 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
- leva
- LLM Evaluation Framework for Rails apps
Stars
- athina-evals
- 301
- leva
- 142
Forks
- athina-evals
- 22
- leva
- 7
Open issues
- athina-evals
- 3
- leva
- 4
Language
- athina-evals
- Python
- leva
- Ruby
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.
- leva
- Leva is an LLM evaluation framework for Ruby on Rails apps, aiming to use production data directly in the evaluation process.
Persona
- athina-evals
- -
- leva
- -
Runtime
- athina-evals
- -
- leva
- -
License
- athina-evals
- -
- leva
- MIT
Last pushed
- athina-evals
- Jun 6, 2025
- leva
- Jun 3, 2026
Categories
- athina-evals
- Evaluation & Observability
- leva
- Evaluation & Observability
Trust and health
Maintenance
- athina-evals
- Dormant (18%)
- leva
- Steady (60%)
Days since push
- athina-evals
- 417d
- leva
- 55d
Open issues (now)
- athina-evals
- 3
- leva
- 4
Owner type
- athina-evals
- Organization
- leva
- User
Full report
- athina-evals
- Trust report
- leva
- Trust report
Choose athina-evals if…
- athina-evals is primarily Python; leva is Ruby.
- 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
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 leva if…
- leva is primarily Ruby; athina-evals is Python.
- Tags unique to leva: llm, rails-apps, ruby-on-rails.
- You are working with Ruby on Rails applications and need a tool specific to this environment
When NOT to use leva
- If your application is not built using Ruby on Rails, Leva may not be the best fit
- For scenarios requiring broader cross-platform support or with non-Rails production data integration needs, consider other tools
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 (kieranklaassen/leva) · observed Jul 29, 2026
- GitHub forks (kieranklaassen/leva) · observed Jul 29, 2026
- Last push (kieranklaassen/leva) · observed Jun 3, 2026
- License file (MIT) · observed Jul 29, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: athina-evals 301 · leva 142 (synced Jul 28, 2026).
Common questions
- What is the difference between athina-evals and leva?
- athina-evals: Python SDK for evaluating LLM generated responses. leva: LLM Evaluation Framework for Rails apps. See the comparison table for live GitHub stats and shared categories.
- When should I choose athina-evals over leva?
- Choose athina-evals over leva when athina-evals is primarily Python; leva is Ruby; 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.
- When should I choose leva over athina-evals?
- Choose leva over athina-evals when leva is primarily Ruby; athina-evals is Python; Tags unique to leva: llm, rails-apps, ruby-on-rails; You are working with Ruby on Rails applications and need a tool specific to this environment.
- 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 leva?
- If your application is not built using Ruby on Rails, Leva may not be the best fit For scenarios requiring broader cross-platform support or with non-Rails production data integration needs, consider other tools
- Is athina-evals or leva more popular on GitHub?
- athina-evals has more GitHub stars (301 vs 142). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and leva open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or leva?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and leva alternatives (athina-evals markdown twin, leva 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 leva?
- athina-evals: Dormant. leva: Steady. 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 leva?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; leva trust report.