# qdrant vs VisionState

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

| | qdrant | VisionState |
|---|---|---|
| Score | 82/100 ✓ | 49/100 |
| Rank in category | #1 of 5 in Vector Database | #73 of 104 in Home Automation |
| GitHub stars | 35 301 ✓ | 171 |
| Stars, last 30 days | +498 ✓ | +40 |
| Stable releases, 12 months | 14 | 20 ✓ |
| Latest release | v1.20.0 · 21 Oct 2026 | v0.11.0 · 27 Oct 2026 ✓ |
| Setup | Moderate ✓ | Moderate |
| Official Docker image | Yes ✓ | No |
| License | Apache-2.0 | Apache-2.0 |
| Main language | Rust | Python |

## Which one should you pick?

qdrant scores 82/100 against 49/100 for VisionState, so it is the safer default.

VisionState ships more often: 20 stable releases in the past year, against 14 for qdrant.

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)
- [VisionState](https://selfhost.directory/project/visionstate) (markdown: https://selfhost.directory/project/visionstate.md)

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