Shinkenvsunsloth
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| Shinken | unsloth | |
|---|---|---|
| Score | 53/100 | 85/100 |
| Rank in category | #17 of 51 in Monitoring & observability | #1 of 7 in Local AI |
| GitHub stars | 1 135 | 78 732 |
| Stars, last 30 days | +0 | +2 008 |
| Stable releases, 12 months | 0 | 2 |
| Latest release | — | prebuilt-wheels-cu13 · 27 Sept 2026 |
| Setup | Advanced | Moderate |
| Official Docker image | No | Yes |
| License | AGPL-3.0 | Apache-2.0 |
| Main language | Python | Python |
Which one should you pick?
unsloth scores 85/100 against 53/100 for Shinken, so it is the safer default.
unsloth ships more often: 2 stable releases in the past year, against 0 for Shinken.
If you want the quickest setup, unsloth is easier to run; Shinken needs more configuration.
unsloth is growing faster right now (+2 008 stars in 30 days).
Shinken details →unsloth details →
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