# jupyterhub vs multica

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

| | jupyterhub | multica |
|---|---|---|
| Score | 69/100 | 84/100 ✓ |
| Rank in category | #3 of 30 in Collaboration | #10 of 125 in AI |
| GitHub stars | 8 359 | 54 125 ✓ |
| Stars, last 30 days | +21 | +2 883 ✓ |
| Stable releases, 12 months | 0 | 87 ✓ |
| Latest release | — | v0.7.1 · 27 Oct 2026 |
| Setup | Advanced | Moderate ✓ |
| Official Docker image | No | Yes ✓ |
| License | BSD-3-Clause | Other |
| Main language | Python | Go |

## Which one should you pick?

multica scores 84/100 against 69/100 for jupyterhub, so it is the safer default.

multica ships more often: 87 stable releases in the past year, against 0 for jupyterhub.

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

multica is growing faster right now (+2 883 stars in 30 days).

## Details

- [jupyterhub](https://selfhost.directory/project/jupyterhub) (markdown: https://selfhost.directory/project/jupyterhub.md)
- [multica](https://selfhost.directory/project/multica) (markdown: https://selfhost.directory/project/multica.md)

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Source: https://selfhost.directory/compare/jupyterhub-vs-multica