JupyterHub vs JupyterLab
A side-by-side comparison of two self-hosted ides & code editors options — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
JupyterHub
Multi-user server for Jupyter notebooks
VS
JupyterLab
Web-based environment for interactive and reproducible computing
| Feature | JupyterHub | JupyterLab |
|---|---|---|
| Category | IDEs & Code Editors | IDEs & Code Editors |
| License | BSD-3-Clause | BSD-3-Clause |
| Language | Python | TypeScript |
| Setup difficulty | Medium | Medium |
| Min. RAM | 1,024 MB | 512 MB |
| Deployment | docker, kubernetes, helm | docker |
| GitHub stars | ★ 8,328 | ★ 15,245 |
| First released | 2015 | 2026 |
| Replaces | Google Colab, Deepnote | — |
Why pick each one
Choose JupyterHub if…
- Released under the BSD-3-Clause license
- First-class Docker support for quick deployment
- Kubernetes-ready with Helm charts available
- Mature project with 8.3k GitHub stars
Choose JupyterLab if…
- Released under the BSD-3-Clause license
- First-class Docker support for quick deployment
- Mature project with 15.2k GitHub stars
- Written in TypeScript
Frequently asked questions
Is JupyterHub or JupyterLab better?
Neither is universally better. JupyterLab has the larger community; both share a medium setup difficulty, so the decision comes down to features and licensing.
Are JupyterHub and JupyterLab free and open-source?
Yes. JupyterHub is licensed under BSD-3-Clause and JupyterLab under BSD-3-Clause. Both can be self-hosted at no software cost.
Can I run JupyterHub and JupyterLab with Docker?
JupyterHub: yes. JupyterLab: yes.