# GeoLook vs qdrant

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

| | GeoLook | qdrant |
|---|---|---|
| Score | 51/100 | 82/100 ✓ |
| Rank in category | #26 of 41 in Search Engines | #1 of 5 in Vector Database |
| GitHub stars | 790 | 35 299 ✓ |
| Stars, last 30 days | — | +528 |
| Stable releases, 12 months | 1 | 14 ✓ |
| Latest release | v0.2.0 · 8 Aug 2026 | v1.20.0 · 21 Oct 2026 ✓ |
| Setup | Moderate | Moderate |
| Official Docker image | No | Yes ✓ |
| License | MIT | Apache-2.0 |
| Main language | Python | Rust |

## Which one should you pick?

qdrant scores 82/100 against 51/100 for GeoLook, so it is the safer default.

qdrant ships more often: 14 stable releases in the past year, against 1 for GeoLook.

qdrant is growing faster right now (+528 stars in 30 days).

## Details

- [GeoLook](https://selfhost.directory/project/geolook) (markdown: https://selfhost.directory/project/geolook.md)
- [qdrant](https://selfhost.directory/project/qdrant) (markdown: https://selfhost.directory/project/qdrant.md)

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