AI Evals Testing
Top signal weightsIntegrations 0.16Package downloads 0.14Development activity 0.09Capabilities 0.08
Rank by intent
Ranking basisBest valuePackage downloads 0.14Integrations 0.14Price level 0.14Github activity 0.08
Same facts, re-weighted. Only the weighting changes, never the underlying evidence.
| # | Software | Score | Confidence |
|---|---|---|---|
| 1 | Helm | 65 | low · 27% |
| 2 | Ragas | 65 | low · 31% |
| 3 | Patronus AIAutomated evaluation and monitoring platform for testing and optimizing language models and AI agents | 62 | low · 46% |
| 4 | PromptfooAutomated testing platform that uses red teaming to identify and fix security vulnerabilities in AI applications before deployment | 61 | medium · 60% |
| 5 | LM Evaluation Harness | 60 | low · 42% |
| 6 | OpenAI Evals | 53 | low · 33% |
| 7 | TruLens | 49 | low · 30% |
| 8 | GalileoAI evaluation and observability platform for testing, monitoring, and improving AI systems | 44 | low · 7% |
Ranked by the Vioscale composite: independent signals, not user reviews. See the method.
AI Evals Testing compared
Head-to-head on the attributes that matter here, with a source and date on every value.