# Argilla vs uMap

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

| | Argilla | uMap |
|---|---|---|
| Score | 64/100 | 65/100 ✓ |
| Rank in category | #2 of 3 in Data Collection | #3 of 9 in Mapping & GPS |
| GitHub stars | 5 185 ✓ | 1 628 |
| Stars, last 30 days | +63 ✓ | +25 |
| Stable releases, 12 months | 0 | 12 ✓ |
| Latest release | — | 3.8.1 · 19 Aug 2026 |
| Setup | Moderate | Moderate ✓ |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | Other |
| Main language | Python | JavaScript |

## Which one should you pick?

uMap scores 65/100 against 64/100 for Argilla, so it is the safer default.

uMap ships more often: 12 stable releases in the past year, against 0 for Argilla.

Argilla is growing faster right now (+63 stars in 30 days).

## Details

- [Argilla](https://selfhost.directory/project/argilla) (markdown: https://selfhost.directory/project/argilla.md)
- [uMap](https://selfhost.directory/project/umap) (markdown: https://selfhost.directory/project/umap.md)

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Source: https://selfhost.directory/compare/argilla-vs-umap