# JupyterLab vs signoz

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

| | JupyterLab | signoz |
|---|---|---|
| Score | 78/100 | 79/100 ✓ |
| Rank in category | #1 of 3 in Data Science | #7 of 104 in Monitoring & observability |
| GitHub stars | 15 380 | 32 479 ✓ |
| Stars, last 30 days | +60 | +291 ✓ |
| Stable releases, 12 months | 12 | 38 ✓ |
| Latest release | v4.7.0b0 · 28 Oct 2026 ✓ | v0.148.0 · 28 Oct 2026 |
| Setup | Easy ✓ | Moderate |
| Official Docker image | No | Yes ✓ |
| License | BSD-3-Clause | Other |
| Main language | Typescript | Typescript |

## Which one should you pick?

signoz scores 79/100 against 78/100 for JupyterLab, so it is the safer default.

signoz ships more often: 38 stable releases in the past year, against 12 for JupyterLab.

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

signoz is growing faster right now (+291 stars in 30 days).

## Details

- [JupyterLab](https://selfhost.directory/project/jupyterlab) (markdown: https://selfhost.directory/project/jupyterlab.md)
- [signoz](https://selfhost.directory/project/signoz) (markdown: https://selfhost.directory/project/signoz.md)

---
Source: https://selfhost.directory/compare/jupyterlab-vs-signoz