MLflow Tracing vs Traceloop
| MLflow Tracing | Traceloop | |
|---|---|---|
| Free plan | Yes | Yes |
| Free trial | No | No |
| Paid from | Free | Free |
| Open source | No | No |
| Platforms | api, self-hosted, Web | api, self-hosted, Web |
| Free plan | Yes | Yes |
| Session replay | Yes | Yes |
| Prompt and tool tracing | Yes | Yes |
| Deployment options | hybrid | — |
| Agent framework support | open_standard | sdk |
| Cost tracking | Yes | Yes |
Both are listed in Best AI Agent Observability Tools. On Samsung Mobile US Press, Traceloop scores higher on our published basis.