Agenta vs MLflow Tracing

Agenta

7.1 #11 in AI Agent Observability Tools

About Agenta

MLflow Tracing

7.0 #19 in AI Agent Observability Tools

About MLflow Tracing
AgentaMLflow Tracing
Free planYesYes
Free trialNoNo
Paid from$29/moFree
Open sourceNoNo
Platformsapi, self-hosted, Webapi, self-hosted, Web
Free planYesYes
Paid from29 /mo—
Session replay—Yes
Prompt and tool tracing—Yes
Deployment options—hybrid
Agent framework support—open_standard
Cost tracking—Yes

Both are listed in Best AI Agent Observability Tools, Best AI LLM Observability Tools. On The Geeks Club, Agenta scores higher on our published basis.