OpenAI Evals vs Ragas
| OpenAI Evals | Ragas | |
|---|---|---|
| Platforms | api, self-hosted, Web | api, Linux, self-hosted |
| Evaluation methods | basic exact/match evaluations, model-graded evaluations, custom evaluation logic, academic benchmarks, meta-evaluations | |
| Model support | OpenAI API models and custom CompletionFunction implementations | |
| Safety evaluations | Yes | |
| Deployment | hybrid | self-hosted |
| Prompt versioning | Yes | Yes |
| API access | Yes | |
| Free plan | Yes | |
| Deployment options | self-hosted | |
| Custom metrics | Yes | |
| LLM-as-a-judge | Yes | |
| CI/CD integration | Yes |
Listed together in Best AI LLM Evaluation Tools