label-studiovsUmami
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| label-studio | Umami | |
|---|---|---|
| Score | 80/100 | 85/100 |
| Rank in category | #1 of 3 in Data Collection | #1 of 21 in Web analytics |
| GitHub stars | 28 575 | 39 752 |
| Stars, last 30 days | +233 | +771 |
| Stable releases, 12 months | 4 | 13 |
| Latest release | 1.23.2 · 29 Sept 2026 | v3.4.1 · 23 Oct 2026 |
| Setup | Easy | Easy |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | MIT |
| Main language | Typescript | Typescript |
Which one should you pick?
Umami scores 85/100 against 80/100 for label-studio, so it is the safer default.
Umami ships more often: 13 stable releases in the past year, against 4 for label-studio.
Umami is growing faster right now (+771 stars in 30 days).
label-studio details →Umami details →
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