# OctoBot vs qdrant

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

| | OctoBot | qdrant |
|---|---|---|
| Score | 69/100 | 82/100 ✓ |
| Rank in category | #6 of 42 in Cryptocurrency | #1 of 5 in Vector Database |
| GitHub stars | 6 872 | 35 304 ✓ |
| Stars, last 30 days | +257 | +501 ✓ |
| Stable releases, 12 months | 5 | 14 ✓ |
| Latest release | 2.1.1 · 30 Mar 2026 | v1.20.0 · 21 Oct 2026 ✓ |
| Setup | Moderate | Moderate |
| Official Docker image | Yes | Yes |
| License | GPL-3.0 | Apache-2.0 |
| Main language | Python | Rust |

## Which one should you pick?

qdrant scores 82/100 against 69/100 for OctoBot, so it is the safer default.

qdrant ships more often: 14 stable releases in the past year, against 5 for OctoBot.

## Details

- [OctoBot](https://selfhost.directory/project/octobot) (markdown: https://selfhost.directory/project/octobot.md)
- [qdrant](https://selfhost.directory/project/qdrant) (markdown: https://selfhost.directory/project/qdrant.md)

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