Machine learning infrastructure for developers
Helping developers search, understand, and write code in complex codebases with AI
Baseten vs Sourcegraph
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Baseten (Machine learning infrastructure for developers) and Sourcegraph (Helping developers search, understand, and write code in complex codebases with AI) both appear on the Smoower Developer Ecosystem Index.
Sourcegraph (rank #152) holds a narrow lead over Baseten (rank #237) on the overall Smoower ecosystem score (52 vs 48). The gap of 4 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Sourcegraph is ahead of Baseten. On education (docs, guides and learning material for developers), Baseten is ahead of Sourcegraph. On community (issue response, PR reviews and discussion health), Sourcegraph is slightly ahead of Baseten. On reach (how visible the ecosystem is beyond its own repos), Sourcegraph is ahead of Baseten. On momentum (release cadence and how fast the ecosystem moves), Sourcegraph is ahead of Baseten.
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. Sourcegraph shows 33,115 stars across 601 public repos, 68 active in the last 90 days and 17 external contributors. The star gap on its own does not decide the comparison, but Sourcegraph's footprint is roughly 19.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Baseten is the stronger read for anyone weighting education. Sourcegraph looks better where code quality 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 | Sourcegraph |
|---|---|---|
| Ranking | ||
| Overall rank | #237 | #152 |
| Pillars | ||
| Overall | 48 | 52 |
| Code | 36 | 56 |
| Education | 83 | 69 |
| Community | 45 | 48 |
| Reach | 28 | 42 |
| Momentum | 61 | 79 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 1,715 | 33,115 |
| Forks | 256 | 4,312 |
| Public repos | 113 | 601 |
| Active repos (90d) | 44 | 68 |
| External contributors | 40 | 17 |
| Avg polish | 42 | 59 |
| Avg AI-readiness | 29 | 33 |