# label-studio vs Snitch

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

| | label-studio | Snitch |
|---|---|---|
| Score | 80/100 ✓ | 55/100 |
| Rank in category | #1 of 3 in Data Collection | #19 of 48 in Network Monitoring |
| GitHub stars | 28 580 ✓ | 650 |
| Stars, last 30 days | +237 ✓ | +6 |
| Stable releases, 12 months | 4 | 10 ✓ |
| Latest release | 1.23.2 · 29 Sept 2026 | v1.6.4 · 23 Oct 2026 ✓ |
| Setup | Easy ✓ | Moderate |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | AGPL-3.0 |
| Main language | Typescript | Python |

## Which one should you pick?

label-studio scores 80/100 against 55/100 for Snitch, so it is the safer default.

Snitch ships more often: 10 stable releases in the past year, against 4 for label-studio.

If you want the quickest setup, label-studio is easier to run; Snitch needs more configuration.

label-studio is growing faster right now (+237 stars in 30 days).

## Details

- [label-studio](https://selfhost.directory/project/label-studio) (markdown: https://selfhost.directory/project/label-studio.md)
- [Snitch](https://selfhost.directory/project/snitch) (markdown: https://selfhost.directory/project/snitch.md)

---
Source: https://selfhost.directory/compare/label-studio-vs-snitch