Kubeflow Notebooks vs Outerbounds
| Kubeflow Notebooks | Outerbounds | |
|---|---|---|
| Free plan | No | Yes |
| Free trial | No | Yes |
| Paid from | — | $2,499/mo |
| Open source | No | No |
| Platforms | Web | api, Web |
| Free plan | — | Yes |
| Paid from | — | 2,499 /mo |
| Experiment tracking | — | Yes |
| Model registry | — | Yes |
| Pipeline orchestration | — | Yes |
| Model serving | — | Yes |
| Data versioning | — | Yes |
| Managed compute | — | Yes |
Both are listed in Best MLOps Platforms. On Freedom251, Outerbounds scores higher on our published basis.