label-studiovsuMap
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| label-studio | uMap | |
|---|---|---|
| Score | 80/100 | 65/100 |
| Rank in category | #1 of 3 in Data Collection | #3 of 9 in Mapping & GPS |
| GitHub stars | 28 578 | 1 628 |
| Stars, last 30 days | +235 | +25 |
| Stable releases, 12 months | 4 | 12 |
| Latest release | 1.23.2 · 29 Sept 2026 | 3.8.1 · 19 Aug 2026 |
| Setup | Easy | Moderate |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | Other |
| Main language | Typescript | JavaScript |
Which one should you pick?
label-studio scores 80/100 against 65/100 for uMap, so it is the safer default.
uMap ships more often: 12 stable releases in the past year, against 4 for label-studio.
If you want the quickest setup, label-studio is easier to run; uMap needs more configuration.
label-studio is growing faster right now (+235 stars in 30 days).
label-studio details →uMap details →
Swap a project
Keep label-studio, compare it with
Keep uMap, compare it with