MLflow Tracing vs SigNoz
| MLflow Tracing | SigNoz | |
|---|---|---|
| Free plan | Yes | Yes |
| Free trial | Yes | |
| Paid from | Free | $19/mo |
| Platforms | api, self-hosted, Web | Android, api, iOS, self-hosted, Web |
| Free plan | Yes | Yes |
| Session replay | Yes | |
| Prompt and tool tracing | Yes | |
| Deployment options | hybrid | |
| Agent framework support | open_standard | |
| Cost tracking | Yes | |
| Token cost tracking | Yes | |
| Paid from | 49 /mo | |
| Distributed tracing | Yes | |
| Transaction tracing | Yes | |
| Dependency mapping | Yes | |
| Real user monitoring | Yes | |
| Log correlation | Yes | |
| Deployment model | hybrid |
Listed together in Best AI Agent Observability Tools