# multica vs safepilot

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

| | multica | safepilot |
|---|---|---|
| Score | 84/100 ✓ | 42/100 |
| Rank in category | #10 of 125 in AI | #80 of 120 in AI Assistant |
| GitHub stars | 54 141 ✓ | 190 |
| Stars, last 30 days | +2 899 | — |
| Stable releases, 12 months | 87 ✓ | 2 |
| Latest release | v0.7.1 · 27 Oct 2026 ✓ | v0.2.0 · 4 Mar 2026 |
| Setup | Moderate ✓ | Advanced |
| Official Docker image | Yes | Yes |
| License | Other | Apache-2.0 |
| Main language | Go | Rust |

## Which one should you pick?

multica scores 84/100 against 42/100 for safepilot, so it is the safer default.

multica ships more often: 87 stable releases in the past year, against 2 for safepilot.

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

multica is growing faster right now (+2 899 stars in 30 days).

## Details

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

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