browserbase vs Guild AI
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
browserbase and Guild AI both appear on the Smoower Developer Ecosystem Index.
browserbase (rank #152) holds a meaningful lead over Guild AI (rank #763) on the overall Smoower ecosystem score (52 vs 29). The gap of 23 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), browserbase is ahead of Guild AI. On education (docs, guides and learning material for developers), browserbase is ahead of Guild AI. On community (issue response, PR reviews and discussion health), browserbase is clearly ahead of Guild AI. On reach (how visible the ecosystem is beyond its own repos), browserbase is clearly ahead of Guild AI. On momentum (release cadence and how fast the ecosystem moves), browserbase is clearly ahead of Guild AI.
browserbase carries 34,643 GitHub stars across 65 public repos, with 27 repositories active in the last 90 days and 69 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. The star gap on its own does not decide the comparison, but browserbase's footprint is roughly 34.5x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
browserbase 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 | browserbase | Guild AI |
|---|---|---|
| Ranking | ||
| Overall rank | #152 | #763 |
| Pillars | ||
| Overall | 52 | 29 |
| Code | 47 | 34 |
| Education | 83 | 65 |
| Community | 53 | 31 |
| Reach | 45 | 9 |
| Momentum | 38 | 0 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 34,643 | 1,003 |
| Forks | 3,000 | 111 |
| Public repos | 65 | 29 |
| Active repos (90d) | 27 | 0 |
| External contributors | 69 | 1 |
| Avg polish | 46 | 39 |
| Avg AI-readiness | 41 | 15 |