OpenAI Evals vs OpenCompass
| OpenAI Evals | OpenCompass | |
|---|---|---|
| Platforms | api, self-hosted, Web | api, Linux, self-hosted, Windows |
| Evaluation methods | basic exact/match evaluations, model-graded evaluations, custom evaluation logic, academic benchmarks, meta-evaluations | objective; subjective; discriminative; generative; LLM-as-a-judge |
| Model support | OpenAI API models and custom CompletionFunction implementations | Hugging Face models; API-based models; custom models; OpenAI; Anthropic; Gemini; Qwen; GLM; DeepSeek |
| Safety evaluations | Yes | Yes |
| Deployment | hybrid | self-hosted |
| Prompt versioning | Yes | |
| API access | Yes |
Listed together in Best AI LLM Evaluation Tools