Apache Zeppelin vs Kubeflow Notebooks
| Apache Zeppelin | Kubeflow Notebooks | |
|---|---|---|
| Free plan | No | No |
| Free trial | No | No |
| Paid from | — | — |
| Open source | No | No |
| Platforms | Linux, macOS, self-hosted, Web | Web |
| Execution model | hybrid | hosted |
| Real-time collaboration | Yes | — |
| Version history | Yes | — |
| GPU compute | Yes | Yes |
| Supported languages | Scala, Python, SQL, R, Java, Groovy, Shell, Markdown, SPARQL | Python, R |
| Notebook formats | JSON, .zpln | Jupyter Notebook (.ipynb) |
Both are listed in Best Notebook Software. On Freedom251, Apache Zeppelin scores higher on our published basis.