# geopulse vs Transformer Lab

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

| | geopulse | Transformer Lab |
|---|---|---|
| Score | 64/100 ✓ | 61/100 |
| Rank in category | #2 of 6 in Location Tracking | #12 of 25 in LLM Inference |
| GitHub stars | 1 466 | 5 199 ✓ |
| Stars, last 30 days | +54 ✓ | +2 |
| Stable releases, 12 months | 32 ✓ | 9 |
| Latest release | v2.1.1 · 25 Oct 2026 ✓ | v0.40.1 · 19 Jun 2026 |
| Setup | Easy ✓ | Moderate |
| Official Docker image | Yes ✓ | No |
| License | Other | AGPL-3.0 |
| Main language | Java | Python |

## Which one should you pick?

geopulse scores 64/100 against 61/100 for Transformer Lab, so it is the safer default.

geopulse ships more often: 32 stable releases in the past year, against 9 for Transformer Lab.

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

geopulse is growing faster right now (+54 stars in 30 days).

## Details

- [geopulse](https://selfhost.directory/project/geopulse) (markdown: https://selfhost.directory/project/geopulse.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/geopulse-vs-transformerlab-app