Machine learning infrastructure for developers
Baseten vs litellm
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Baseten (Machine learning infrastructure for developers) and litellm both appear on the Smoower Developer Ecosystem Index.
Baseten (rank #237) holds a meaningful lead over litellm (rank #1114) on the overall Smoower ecosystem score (48 vs 7). The gap of 41 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Baseten is clearly ahead of litellm. On education (docs, guides and learning material for developers), Baseten is clearly ahead of litellm. On community (issue response, PR reviews and discussion health), Baseten is clearly ahead of litellm. On reach (how visible the ecosystem is beyond its own repos), litellm is ahead of Baseten. On momentum (release cadence and how fast the ecosystem moves), Baseten is clearly ahead of litellm.
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. litellm shows 0 stars across 0 public repos, 0 active in the last 90 days and 0 external contributors.
Baseten is the stronger read for anyone weighting education. litellm looks better where reach is the deciding factor. 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 | litellm |
|---|---|---|
| Ranking | ||
| Overall rank | #237 | #1114 |
| Pillars | ||
| Overall | 48 | 7 |
| Code | 36 | 0 |
| Education | 83 | 0 |
| Community | 45 | 0 |
| Reach | 28 | 40 |
| Momentum | 61 | 0 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 1,715 | 0 |
| Forks | 256 | 0 |
| Public repos | 113 | 0 |
| Active repos (90d) | 44 | 0 |
| External contributors | 40 | 0 |
| Avg polish | 42 | 0 |
| Avg AI-readiness | 29 | 0 |