Comparison
athina-evals vs DevEval
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 DevEval if devEval suits organizations requiring Python-centric software development benchmarks and practices evaluation.
Markdown twin · athina-evals alternatives · DevEval alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | athina-evals | DevEval |
|---|---|---|
| Maintenance | Dormant (417d since push) As of 3w · github_public_v1 | Dormant (797d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 2w · 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
- DevEval
- A Comprehensive Benchmark for Software Development
Stars
- athina-evals
- 301
- DevEval
- 138
Forks
- athina-evals
- 22
- DevEval
- 13
Open issues
- athina-evals
- 3
- DevEval
- 0
Language
- athina-evals
- Python
- DevEval
- 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.
- DevEval
- DevEval suits organizations requiring Python-centric software development benchmarks and practices evaluation.
Persona
- athina-evals
- -
- DevEval
- -
Runtime
- athina-evals
- -
- DevEval
- -
License
- athina-evals
- -
- DevEval
- Apache-2.0
Last pushed
- athina-evals
- Jun 6, 2025
- DevEval
- May 30, 2024
Categories
- athina-evals
- Evaluation & Observability
- DevEval
- Evaluation & Observability
Trust and health
Days since push
- athina-evals
- 417d
- DevEval
- 797d
Open issues (now)
- athina-evals
- 3
- DevEval
- 0
Full report
- athina-evals
- Trust report
- DevEval
- 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 138) - 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 DevEval if…
- Tags unique to DevEval: benchmark, docker-supported, python, software-development.
- Choose DevEval when you require comprehensive benchmarking specifically for software development using Python.
- Leaner open-issue backlog (0).
When NOT to use DevEval
- Avoid DevEval if your software projects heavily rely on languages other than Python.
- Do not use it when a non-Dockerized evaluation tool is preferred due to organizational constraints or preferences.
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 (open-compass/DevEval) · observed Aug 5, 2026
- GitHub forks (open-compass/DevEval) · observed Aug 5, 2026
- Last push (open-compass/DevEval) · observed May 30, 2024
- License file (Apache-2.0) · observed Aug 5, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: athina-evals 301 · DevEval 138 (synced Jul 28, 2026).
Common questions
- What is the difference between athina-evals and DevEval?
- athina-evals: Python SDK for evaluating LLM generated responses. DevEval: A Comprehensive Benchmark for Software Development. See the comparison table for live GitHub stats and shared categories.
- When should I choose athina-evals over DevEval?
- Choose athina-evals over DevEval 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 138) - visibility, not fit.
- When should I choose DevEval over athina-evals?
- Choose DevEval over athina-evals when Tags unique to DevEval: benchmark, docker-supported, python, software-development; Choose DevEval when you require comprehensive benchmarking specifically for software development using Python; Leaner open-issue backlog (0).
- 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 DevEval?
- Avoid DevEval if your software projects heavily rely on languages other than Python. Do not use it when a non-Dockerized evaluation tool is preferred due to organizational constraints or preferences.
- Is athina-evals or DevEval more popular on GitHub?
- athina-evals has more GitHub stars (301 vs 138). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and DevEval open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or DevEval?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and DevEval alternatives (athina-evals markdown twin, DevEval 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 DevEval?
- athina-evals: Dormant. DevEval: 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 DevEval?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; DevEval trust report.