Machine learning infrastructure for developers
Baseten vs Guild AI
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Baseten (Machine learning infrastructure for developers) and Guild AI both appear on the Smoower Developer Ecosystem Index.
Baseten (rank #237) holds a modest lead over Guild AI (rank #763) on the overall Smoower ecosystem score (48 vs 29). The gap of 19 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Baseten is slightly ahead of Guild AI. On education (docs, guides and learning material for developers), Baseten is ahead of Guild AI. On community (issue response, PR reviews and discussion health), Baseten is ahead of Guild AI. On reach (how visible the ecosystem is beyond its own repos), Baseten is ahead of Guild AI. On momentum (release cadence and how fast the ecosystem moves), Baseten is clearly ahead of Guild AI.
Baseten carries 1,715 GitHub stars across 113 public repos, with 44 repositories active in the last 90 days and 40 external contributors on record. Guild AI shows 1,003 stars across 29 public repos, 0 active in the last 90 days and 1 external contributors.
Baseten is the stronger read for anyone weighting momentum. Guild AI makes more sense for teams already using its adjacent tools. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.
Side-by-side metrics
| Metric | Baseten | Guild AI |
|---|---|---|
| Ranking | ||
| Overall rank | #237 | #763 |
| Pillars | ||
| Overall | 48 | 29 |
| Code | 36 | 34 |
| Education | 83 | 65 |
| Community | 45 | 31 |
| Reach | 28 | 9 |
| Momentum | 61 | 0 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 1,715 | 1,003 |
| Forks | 256 | 111 |
| Public repos | 113 | 29 |
| Active repos (90d) | 44 | 0 |
| External contributors | 40 | 1 |
| Avg polish | 42 | 39 |
| Avg AI-readiness | 29 | 15 |