# JupyterLab vs Transformer Lab

> Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.

| | JupyterLab | Transformer Lab |
|---|---|---|
| Score | 78/100 ✓ | 61/100 |
| Rank in category | #1 of 3 in Data Science | #12 of 25 in LLM Inference |
| GitHub stars | 15 379 ✓ | 5 200 |
| Stars, last 30 days | +63 ✓ | +3 |
| Stable releases, 12 months | 12 ✓ | 9 |
| Latest release | v4.7.0b0 · 28 Oct 2026 ✓ | v0.40.1 · 19 Jun 2026 |
| Setup | Easy ✓ | Moderate |
| Official Docker image | No | No |
| License | BSD-3-Clause | AGPL-3.0 |
| Main language | Typescript | Python |

## Which one should you pick?

JupyterLab scores 78/100 against 61/100 for Transformer Lab, so it is the safer default.

JupyterLab ships more often: 12 stable releases in the past year, against 9 for Transformer Lab.

If you want the quickest setup, JupyterLab is easier to run; Transformer Lab needs more configuration.

JupyterLab is growing faster right now (+63 stars in 30 days).

## Details

- [JupyterLab](https://selfhost.directory/project/jupyterlab) (markdown: https://selfhost.directory/project/jupyterlab.md)
- [Transformer Lab](https://selfhost.directory/project/transformerlab-app) (markdown: https://selfhost.directory/project/transformerlab-app.md)

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Source: https://selfhost.directory/compare/jupyterlab-vs-transformerlab-app