Canonical MLOps vs Metaflow
| Canonical MLOps | Metaflow | |
|---|---|---|
| Free plan | No | Yes |
| Free trial | No | No |
| Paid from | — | Free |
| Open source | No | No |
| Platforms | Linux, self-hosted, Web | api, Linux, macOS, self-hosted, Web |
| Free plan | Yes | Yes |
| Experiment tracking | Yes | Yes |
| Model registry | Yes | — |
| Pipeline orchestration | Yes | Yes |
| Model serving | Yes | — |
| Data versioning | — | Yes |
| Managed compute | — | Yes |
Both are listed in Best MLOps Platforms. On Inferse, Metaflow scores higher on our published basis.