Arize Phoenix vs OpenCompass

Arize Phoenix

6.8 #25 in AI Agent Observability Tools

About Arize Phoenix

OpenCompass

6.8 #20 in AI LLM Evaluation Tools

About OpenCompass
Arize PhoenixOpenCompass
Free planYes
Paid fromFree
Platformsapi, self-hosted, Webapi, Linux, self-hosted, Windows
Free planYes
Cost trackingYes
Token cost trackingYes
LLM tracingYes
LLM evaluationsYes
Prompt managementYes
Agent tracingYes
Retrieval tracingYes
Deployment optionsboth
Evaluation methodsobjective; subjective; discriminative; generative; LLM-as-a-judge
Model supportHugging Face models; API-based models; custom models; OpenAI; Anthropic; Gemini; Qwen; GLM; DeepSeek
Safety evaluationsYes
Deploymentself-hosted

Listed together in Best AI LLM Evaluation Tools