Comparison
athina-evals vs PHUDGE
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 PHUDGE if pHUDGE grades LLM responses using scalable configurations with custom rubrics and reference answers for both relative and absolute grading.
Markdown twin · athina-evals alternatives · PHUDGE alternatives
GraphCanon updated Sep 20, 2026
10views this month
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Trust & integrity
| Signal | athina-evals | PHUDGE |
|---|---|---|
| Maintenance | Dormant (470d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (791d since push) As of Sep 10, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 10, 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
- PHUDGE
- Evaluation toolkit for LLM responses with scalable grading and hallucination detection.
Stars
- athina-evals
- 301
- PHUDGE
- 53
Forks
- athina-evals
- 22
- PHUDGE
- 7
Open issues
- athina-evals
- 4
- PHUDGE
- 1
Language
- athina-evals
- Python
- PHUDGE
- Jupyter Notebook
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.
- PHUDGE
- PHUDGE grades LLM responses using scalable configurations with custom rubrics and reference answers for both relative and absolute grading.
Persona
- athina-evals
- -
- PHUDGE
- -
Runtime
- athina-evals
- -
- PHUDGE
- -
License
- athina-evals
- -
- PHUDGE
- No clear open-source license listed. Verify usage rights before incorporation into projects.
Last pushed
- athina-evals
- Jun 6, 2025
- PHUDGE
- Jul 10, 2024
Categories
- athina-evals
- Evaluation & Observability
- PHUDGE
- Evaluation & Observability
Trust and health
Days since push
- athina-evals
- 470d
- PHUDGE
- 791d
Open issues (now)
- athina-evals
- 4
- PHUDGE
- 1
Open issues delta
- athina-evals
- +1 (30d)
- PHUDGE
- 0 (30d)
Owner type
- athina-evals
- Organization
- PHUDGE
- User
Full report
- athina-evals
- Trust report
- PHUDGE
- Trust report
Choose athina-evals if…
- athina-evals is primarily Python; PHUDGE is Jupyter Notebook.
- 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 PHUDGE if…
- PHUDGE is primarily Jupyter Notebook; athina-evals is Python.
- Pricing: Primary model is free; potential costs associated with training and running on specific hardware..
- Tags unique to PHUDGE: absolute-grading, custom-rubric, hallucination-detection, phi-3.
- Need robust evaluation of LLM responses on a scale from one to five
When NOT to use PHUDGE
- Looking for real-time deployment without setup for different environments
- Need support for models not compatible with Phi-3 architecture
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 (deshwalmahesh/PHUDGE) · observed Sep 20, 2026
- GitHub forks (deshwalmahesh/PHUDGE) · observed Sep 20, 2026
- Last push (deshwalmahesh/PHUDGE) · observed Jul 10, 2024
- 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 · PHUDGE 53 (synced Sep 20, 2026).
Common questions
- What is the difference between athina-evals and PHUDGE?
- athina-evals: Python SDK for evaluating LLM generated responses. PHUDGE: Evaluation toolkit for LLM responses with scalable grading and hallucination detection.. See the comparison table for live GitHub stats and shared categories.
- When should I choose athina-evals over PHUDGE?
- Choose athina-evals over PHUDGE when athina-evals is primarily Python; PHUDGE is Jupyter Notebook; 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 PHUDGE over athina-evals?
- Choose PHUDGE over athina-evals when PHUDGE is primarily Jupyter Notebook; athina-evals is Python; Pricing: Primary model is free; potential costs associated with training and running on specific hardware.; Tags unique to PHUDGE: absolute-grading, custom-rubric, hallucination-detection, phi-3; Need robust evaluation of LLM responses on a scale from one to five.
- 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 PHUDGE?
- Looking for real-time deployment without setup for different environments Need support for models not compatible with Phi-3 architecture
- Is athina-evals or PHUDGE more popular on GitHub?
- athina-evals has more GitHub stars (301 vs 53). Stars measure visibility, not whether either tool fits your constraints.
- Are athina-evals and PHUDGE open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to athina-evals or PHUDGE?
- GraphCanon lists graph-backed alternatives at athina-evals alternatives and PHUDGE alternatives (athina-evals markdown twin, PHUDGE 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 PHUDGE?
- athina-evals: Dormant. PHUDGE: 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 PHUDGE?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: athina-evals trust report; PHUDGE trust report.