# Transformer Lab vs Upptime

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

| | Transformer Lab | Upptime |
|---|---|---|
| Score | 61/100 | 69/100 ✓ |
| Rank in category | #12 of 25 in LLM Inference | #3 of 12 in Uptime Monitoring |
| GitHub stars | 5 199 | 17 184 ✓ |
| Stars, last 30 days | +2 ✓ | +0 |
| Stable releases, 12 months | 9 ✓ | 0 |
| Latest release | v0.40.1 · 19 Jun 2026 | — |
| Setup | Moderate | Easy ✓ |
| Official Docker image | No | No |
| License | AGPL-3.0 | MIT |
| Main language | Python | Markdown |

## Which one should you pick?

Upptime scores 69/100 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 0 for Upptime.

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

Transformer Lab is growing faster right now (+2 stars in 30 days).

## Details

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

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