# qdrant vs Rybbit

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

| | qdrant | Rybbit |
|---|---|---|
| Score | 82/100 ✓ | 73/100 |
| Rank in category | #1 of 5 in Vector Database | #4 of 21 in Web analytics |
| GitHub stars | 35 301 ✓ | 13 184 |
| Stars, last 30 days | +498 ✓ | +121 |
| Stable releases, 12 months | 14 ✓ | 12 |
| Latest release | v1.20.0 · 21 Oct 2026 | v2.9.2 · 22 Oct 2026 ✓ |
| Setup | Moderate ✓ | Moderate |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | AGPL-3.0 |
| Main language | Rust | Typescript |

## Which one should you pick?

qdrant scores 82/100 against 73/100 for Rybbit, so it is the safer default.

qdrant ships more often: 14 stable releases in the past year, against 12 for Rybbit.

qdrant is growing faster right now (+498 stars in 30 days).

## Details

- [qdrant](https://selfhost.directory/project/qdrant) (markdown: https://selfhost.directory/project/qdrant.md)
- [Rybbit](https://selfhost.directory/project/rybbit) (markdown: https://selfhost.directory/project/rybbit.md)

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