Comparison
athina-evals vs parea-sdk-py
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 parea-sdk-py if parea SDK Py is a Python library specializing in LLM app development tasks such as experimentation, testing, evaluation, and monitoring.
Markdown twin · athina-evals alternatives · parea-sdk-py alternatives
GraphCanon updated Sep 9, 2026
13views this month
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Trust & integrity
| Signal | athina-evals | parea-sdk-py |
|---|---|---|
| Maintenance | Dormant (447d since push) As of Aug 28, 2026 · github_public_v1 | Dormant (572d since push) As of Sep 9, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 28, 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
- parea-sdk-py
- Python SDK for experimenting, testing, evaluating and monitoring LLM-powered applications.
Stars
- athina-evals
- 301
- parea-sdk-py
- 82
Forks
- athina-evals
- 23
- parea-sdk-py
- 13
Open issues
- athina-evals
- 5
- parea-sdk-py
- 59
Language
- athina-evals
- Python
- parea-sdk-py
- 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.
- parea-sdk-py
- Parea SDK Py is a Python library specializing in LLM app development tasks such as experimentation, testing, evaluation, and monitoring.
Persona
- athina-evals
- -
- parea-sdk-py
- -
Runtime
- athina-evals
- -
- parea-sdk-py
- -
License
- athina-evals
- -
- parea-sdk-py
- Apache-2.0
Last pushed
- athina-evals
- Jun 6, 2025
- parea-sdk-py
- Feb 13, 2025
Categories
- athina-evals
- Evaluation & Observability
- parea-sdk-py
- Evaluation & Observability, Model Training
Trust and health
Days since push
- athina-evals
- 447d
- parea-sdk-py
- 572d
Open issues (now)
- athina-evals
- 5
- parea-sdk-py
- 59
Open issues delta
- athina-evals
- +2 (30d)
- parea-sdk-py
- +1 (30d)
Full report
- athina-evals
- Trust report
- parea-sdk-py
- Trust report
Choose athina-evals if…
- Tags unique to athina-evals: evaluation, evaluation-framework, evaluation-metrics, llm-evaluation-toolkit.
- When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics
- More GitHub stars (301 vs 82) - 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 parea-sdk-py if…
- Tags unique to parea-sdk-py: prompt-engineering.
- Also covers Model Training.
- For teams prioritizing metrics-driven benchmarking of prompt-engineered applications
When NOT to use parea-sdk-py
- If requiring a tool focused solely on model training without evaluation and monitoring features
- Teams that prefer frameworks exclusively tailored to non-LLM AI application development might find Parea SDK Py less suitable as it focuses heavily on LLM applications
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 Aug 28, 2026
- GitHub forks (athina-ai/athina-evals) · observed Aug 28, 2026
- Last push (athina-ai/athina-evals) · observed Jun 6, 2025
- License file (unknown) · observed Aug 28, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (parea-ai/parea-sdk-py) · observed Sep 9, 2026
- GitHub forks (parea-ai/parea-sdk-py) · observed Sep 9, 2026
- Last push (parea-ai/parea-sdk-py) · observed Feb 13, 2025
- License file (Apache-2.0) · observed Sep 9, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: athina-evals 301 · parea-sdk-py 82 (synced Aug 28, 2026).
Common questions
- What is the difference between athina-evals and parea-sdk-py?
- athina-evals: Python SDK for evaluating LLM generated responses. parea-sdk-py: Python SDK for experimenting, testing, evaluating and monitoring LLM-powered applications.. See the comparison table for live GitHub stats and shared categories.
- When should I choose athina-evals over parea-sdk-py?
- Choose athina-evals over parea-sdk-py when Tags unique to athina-evals: evaluation, evaluation-framework, evaluation-metrics, llm-evaluation-toolkit; When comprehensive evaluation of LLM responses is required, leveraging athina's specific tools and metrics; More GitHub stars (301 vs 82) - visibility, not fit.
- When should I choose parea-sdk-py over athina-evals?
- Choose parea-sdk-py over athina-evals when Tags unique to parea-sdk-py: prompt-engineering; Also covers Model Training; For teams prioritizing metrics-driven benchmarking of prompt-engineered applications.
- 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 parea-sdk-py?
- If requiring a tool focused solely on model training without evaluation and monitoring features Teams that prefer frameworks exclusively tailored to non-LLM AI application development might find Parea SDK Py less suitable as it focuses heavily on LLM applications
- Is athina-evals or parea-sdk-py more popular on GitHub?
- athina-evals has more GitHub stars (301 vs 82). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and parea-sdk-py open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or parea-sdk-py?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and parea-sdk-py alternatives (athina-evals markdown twin, parea-sdk-py 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 parea-sdk-py?
- athina-evals: Dormant. parea-sdk-py: 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 parea-sdk-py?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; parea-sdk-py trust report.