# qdrant vs Urocissa

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

| | qdrant | Urocissa |
|---|---|---|
| Score | 82/100 ✓ | 48/100 |
| Rank in category | #1 of 5 in Vector Database | #11 of 19 in Photo Galleries |
| GitHub stars | 35 307 ✓ | 300 |
| Stars, last 30 days | +504 ✓ | +0 |
| Stable releases, 12 months | 14 | 18 ✓ |
| Latest release | v1.20.0 · 21 Oct 2026 ✓ | 3.4.2 · 21 Sept 2026 |
| Setup | Moderate | Moderate |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | MIT |
| Main language | Rust | Rust |

## Which one should you pick?

qdrant scores 82/100 against 48/100 for Urocissa, so it is the safer default.

Urocissa ships more often: 18 stable releases in the past year, against 14 for qdrant.

qdrant is growing faster right now (+504 stars in 30 days).

## Details

- [qdrant](https://selfhost.directory/project/qdrant) (markdown: https://selfhost.directory/project/qdrant.md)
- [Urocissa](https://selfhost.directory/project/urocissa) (markdown: https://selfhost.directory/project/urocissa.md)

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Source: https://selfhost.directory/compare/qdrant-vs-urocissa