OpenMathReasoning vs Hiyouga Llamafactory — Trust Score Comparison
Side-by-side trust comparison of OpenMathReasoning and Hiyouga Llamafactory. Scores based on security, compliance, maintenance, popularity, and ecosystem signals.
Detailed Metric Comparison
| Metric | OpenMathReasoning | Hiyouga Llamafactory |
|---|---|---|
| Trust Score | 0.0/100 | 46.2/100 |
| Grade | D | D |
| Stars | 442 | 0 |
| Category | research | uncategorized |
| Security | N/A | 90 |
| Compliance | 67 | N/A |
| Maintenance | 0 | 50 |
| Documentation | 0 | 30 |
| EU AI Act Risk | minimal | N/A |
| Verified | No | No |
Verdict
Hiyouga Llamafactory leads with a trust score of 46.2/100 compared to OpenMathReasoning's 0.0/100 (a 46.2-point difference). Hiyouga Llamafactory scores higher on maintenance (50 vs 0). However, OpenMathReasoning has stronger community adoption (442 vs 0 stars). Both agents should be evaluated based on your specific requirements.
Detailed Analysis
Security
Security scores measure dependency vulnerabilities, CVE exposure, and security practices. OpenMathReasoning scores N/A and Hiyouga Llamafactory scores 90 on this dimension.
Maintenance & Activity
Hiyouga Llamafactory demonstrates stronger maintenance activity (50/100 vs 0/100). This metric captures commit frequency, issue response times, and release cadence. Actively maintained tools receive faster security patches and are less likely to accumulate technical debt.
Documentation
Hiyouga Llamafactory has better documentation (30/100 vs 0/100). Good documentation reduces onboarding time and helps teams adopt the tool safely. This score evaluates README completeness, API documentation, code examples, and tutorial availability.
Community & Adoption
OpenMathReasoning has 442 GitHub stars while Hiyouga Llamafactory has 0. OpenMathReasoning has significantly broader community adoption, which typically means more Stack Overflow answers, more third-party tutorials, and faster ecosystem development.
When to Choose Each Tool
Choose OpenMathReasoning if you need:
- Larger community (442 vs 0 stars)
Choose Hiyouga Llamafactory if you need:
- Higher overall trust score — more reliable for production use
- Stronger security profile with fewer known vulnerabilities
- More actively maintained with faster release cadence
- Better documentation for faster onboarding
Switching from OpenMathReasoning to Hiyouga Llamafactory (or vice versa)
When migrating between OpenMathReasoning and Hiyouga Llamafactory, consider these factors:
- API Compatibility: OpenMathReasoning (research) and Hiyouga Llamafactory (uncategorized) serve different categories, so migration may require significant refactoring.
- Security Review: Run a security audit after migration. Check the OpenMathReasoning safety report and Hiyouga Llamafactory safety report for known issues.
- Testing: Ensure your test suite covers all integration points before switching in production.
- Community Support: OpenMathReasoning has 442 stars and Hiyouga Llamafactory has 0. Larger communities typically mean better Stack Overflow answers and migration guides.
Related Pages
Frequently Asked Questions
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Last updated: 2026-09-20 | Data refreshed weekly
Disclaimer: Nerq trust scores are automated assessments based on publicly available signals. They are not endorsements or guarantees. Always conduct your own due diligence.