JupyterLab vs RStudio Server
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?
JupyterLab
Web-based environment for interactive and reproducible computing
VS
RStudio Server
Web browser based IDE for R
| Feature | JupyterLab | RStudio Server |
|---|---|---|
| Category | IDEs & Code Editors | IDEs & Code Editors |
| License | BSD-3-Clause | AGPL-3.0 |
| Language | TypeScript | Java |
| Setup difficulty | Medium | Medium |
| Min. RAM | 512 MB | 512 MB |
| Deployment | docker | bare-metal |
| GitHub stars | ★ 15,245 | ★ 5,038 |
| First released | 2026 | 2020 |
| Replaces | — | — |
Why pick each one
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
Choose RStudio Server if…
- Released under the AGPL-3.0 license
- Mature project with 5k GitHub stars
- Written in Java
- Lightweight — runs in 512 MB RAM
Frequently asked questions
Is JupyterLab or RStudio Server 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 JupyterLab and RStudio Server free and open-source?
Yes. JupyterLab is licensed under BSD-3-Clause and RStudio Server under AGPL-3.0. Both can be self-hosted at no software cost.
Can I run JupyterLab and RStudio Server with Docker?
JupyterLab: yes. RStudio Server: check the project docs for container support.