# label-studio vs Transformer Lab

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

| | label-studio | Transformer Lab |
|---|---|---|
| Score | 80/100 ✓ | 61/100 |
| Rank in category | #1 of 3 in Data Collection | #12 of 25 in LLM Inference |
| GitHub stars | 28 576 ✓ | 5 200 |
| Stars, last 30 days | +234 ✓ | +3 |
| Stable releases, 12 months | 4 | 9 ✓ |
| Latest release | 1.23.2 · 29 Sept 2026 ✓ | v0.40.1 · 19 Jun 2026 |
| Setup | Easy ✓ | Moderate |
| Official Docker image | Yes ✓ | No |
| License | Apache-2.0 | AGPL-3.0 |
| Main language | Typescript | Python |

## Which one should you pick?

label-studio scores 80/100 against 61/100 for Transformer Lab, so it is the safer default.

Transformer Lab ships more often: 9 stable releases in the past year, against 4 for label-studio.

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

label-studio is growing faster right now (+234 stars in 30 days).

## Details

- [label-studio](https://selfhost.directory/project/label-studio) (markdown: https://selfhost.directory/project/label-studio.md)
- [Transformer Lab](https://selfhost.directory/project/transformerlab-app) (markdown: https://selfhost.directory/project/transformerlab-app.md)

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