# JupyterLab vs Kaggle

Source: https://listme.name/compare/jupyterlab-vs-kaggle
Framed by the ranking: https://listme.name/best/data-science-notebooks

| | JupyterLab | Kaggle |
|---|---|---|
| Score | 91.5 | 84.0 |
| Rank | #1 | #5 |
| Price | Free and open source | Free |
| Best for | Full control of a local or self-hosted notebook setup | Learning with public datasets and free GPUs |
| Where code runs | Your computer or server | Kaggle cloud |
| GPU access | Your hardware | Free GPUs |
| Sharing | Voila apps and JupyterHub | Public community notebooks |

The open-source standard for notebooks, free under BSD-3-Clause and extensible. It needs a local Python setup and your own hardware, and multi-user hosting needs JupyterHub. Free cloud notebooks with GPU access and a large library of public datasets on the same site. The environment belongs to Kaggle, so setup control is limited, and community notebooks vary in quality.