LUML Flow vs Trackio
| LUML Flow | Trackio | |
|---|---|---|
| Free plan | No | Yes |
| Free trial | No | No |
| Paid from | — | Free |
| Open source | No | No |
| Platforms | — | api, Linux, macOS, self-hosted, Web, Windows |
| Free plan | Yes | Yes |
| Run comparison | Yes | Yes |
| Artifact tracking | Yes | Yes |
| Dataset versioning | Yes | Yes |
| Model registry | Yes | Yes |
| Deployment options | hybrid | — |
| API and SDK access | Yes | Yes |
Both are listed in Best ML Experiment Tracking Software. On Specifiction, Trackio scores higher on our published basis.