uMapvsunsloth
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| uMap | unsloth | |
|---|---|---|
| Score | 64/100 | 85/100 |
| Rank in category | #3 of 9 in Mapping & GPS | #1 of 7 in Local AI |
| GitHub stars | 1 628 | 78 667 |
| Stars, last 30 days | +25 | +2 010 |
| Stable releases, 12 months | 12 | 2 |
| Latest release | 3.8.1 · 19 Aug 2026 | prebuilt-wheels-cu13 · 27 Sept 2026 |
| Setup | Moderate | Moderate |
| Official Docker image | Yes | Yes |
| License | Other | Apache-2.0 |
| Main language | JavaScript | Python |
Which one should you pick?
unsloth scores 85/100 against 64/100 for uMap, so it is the safer default.
uMap ships more often: 12 stable releases in the past year, against 2 for unsloth.
unsloth is growing faster right now (+2 010 stars in 30 days).
uMap details →unsloth details →
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