# Firefly III vs qdrant

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

| | Firefly III | qdrant |
|---|---|---|
| Score | 82/100 | 82/100 |
| Rank in category | #1 of 62 in Personal Finance | #1 of 5 in Vector Database |
| GitHub stars | 25 025 | 35 304 ✓ |
| Stars, last 30 days | +301 | +501 ✓ |
| Stable releases, 12 months | 16 ✓ | 14 |
| Latest release | develop-20261028.2 · 28 Oct 2026 ✓ | v1.20.0 · 21 Oct 2026 |
| Setup | Moderate | Moderate ✓ |
| Official Docker image | Yes | Yes |
| License | AGPL-3.0 | Apache-2.0 |
| Main language | PHP | Rust |

## Which one should you pick?

Firefly III and qdrant score the same (82/100), so the choice comes down to the details below.

Firefly III ships more often: 16 stable releases in the past year, against 14 for qdrant.

## Details

- [Firefly III](https://selfhost.directory/project/firefly-iii) (markdown: https://selfhost.directory/project/firefly-iii.md)
- [qdrant](https://selfhost.directory/project/qdrant) (markdown: https://selfhost.directory/project/qdrant.md)

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Source: https://selfhost.directory/compare/firefly-iii-vs-qdrant