# Jupyter Notebook vs Transformer Lab

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

| | Jupyter Notebook | Transformer Lab |
|---|---|---|
| Score | 59/100 | 61/100 ✓ |
| Rank in category | #45 of 166 in Developer Tools | #12 of 25 in LLM Inference |
| GitHub stars | 13 460 ✓ | 5 200 |
| Stars, last 30 days | +103 ✓ | +3 |
| Stable releases, 12 months | 8 | 9 ✓ |
| Latest release | v7.5.8 · 5 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 | Jupyter Notebook | Python |

## Which one should you pick?

Transformer Lab scores 61/100 against 59/100 for Jupyter Notebook, so it is the safer default.

Transformer Lab ships more often: 9 stable releases in the past year, against 8 for Jupyter Notebook.

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

Jupyter Notebook is growing faster right now (+103 stars in 30 days).

## Details

- [Jupyter Notebook](https://selfhost.directory/project/jupyter-notebook) (markdown: https://selfhost.directory/project/jupyter-notebook.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/jupyter-notebook-vs-transformerlab-app