Transformer LabvsuMap
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| Transformer Lab | uMap | |
|---|---|---|
| Score | 61/100 | 65/100 |
| Rank in category | #12 of 25 in LLM Inference | #3 of 9 in Mapping & GPS |
| GitHub stars | 5 199 | 1 628 |
| Stars, last 30 days | +2 | +25 |
| Stable releases, 12 months | 9 | 12 |
| Latest release | v0.40.1 · 19 Jun 2026 | 3.8.1 · 19 Aug 2026 |
| Setup | Moderate | Moderate |
| Official Docker image | No | Yes |
| License | AGPL-3.0 | Other |
| Main language | Python | JavaScript |
Which one should you pick?
uMap scores 65/100 against 61/100 for Transformer Lab, so it is the safer default.
uMap ships more often: 12 stable releases in the past year, against 9 for Transformer Lab.
uMap is growing faster right now (+25 stars in 30 days).
Transformer Lab details →uMap details →