Apache SkyWalkingvsTransformer Lab
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| Apache SkyWalking | Transformer Lab | |
|---|---|---|
| Score | 76/100 | 61/100 |
| Rank in category | #2 of 9 in Application Performance Monitoring | #12 of 25 in LLM Inference |
| GitHub stars | 24 978 | 5 199 |
| Stars, last 30 days | +4 | +2 |
| Stable releases, 12 months | 3 | 9 |
| Latest release | v11.0.0 · 28 Aug 2026 | v0.40.1 · 19 Jun 2026 |
| Setup | Advanced | Moderate |
| Official Docker image | Yes | No |
| License | Apache-2.0 | AGPL-3.0 |
| Main language | Java | Python |
Which one should you pick?
Apache SkyWalking scores 76/100 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 3 for Apache SkyWalking.
If you want the quickest setup, Transformer Lab is easier to run; Apache SkyWalking needs more configuration.
Apache SkyWalking details →Transformer Lab details →
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