label-studiovsSafeLine
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| label-studio | SafeLine | |
|---|---|---|
| Score | 80/100 | 81/100 |
| Rank in category | #1 of 3 in Data Collection | #1 of 3 in Web Application Firewall |
| GitHub stars | 28 576 | 23 074 |
| Stars, last 30 days | +234 | +404 |
| Stable releases, 12 months | 4 | 11 |
| Latest release | 1.23.2 · 29 Sept 2026 | v9.4.3 · 21 Oct 2026 |
| Setup | Easy | Moderate |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | GPL-3.0 |
| Main language | Typescript | Go |
Which one should you pick?
SafeLine scores 81/100 against 80/100 for label-studio, so it is the safer default.
SafeLine ships more often: 11 stable releases in the past year, against 4 for label-studio.
If you want the quickest setup, label-studio is easier to run; SafeLine needs more configuration.
label-studio details →SafeLine details →
Swap a project
Keep label-studio, compare it with
Keep SafeLine, compare it with