browserbase vs Marqo
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
browserbase and Marqo (Tensor search for humans.) both appear on the Smoower Developer Ecosystem Index.
browserbase (rank #152) holds a modest lead over Marqo (rank #430) on the overall Smoower ecosystem score (52 vs 40). The gap of 12 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), browserbase is slightly ahead of Marqo. On education (docs, guides and learning material for developers), browserbase is clearly ahead of Marqo. On community (issue response, PR reviews and discussion health), browserbase is ahead of Marqo. On reach (how visible the ecosystem is beyond its own repos), browserbase is ahead of Marqo. On momentum (release cadence and how fast the ecosystem moves), Marqo is slightly ahead of browserbase.
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. Marqo shows 5,394 stars across 28 public repos, 14 active in the last 90 days and 4 external contributors. The star gap on its own does not decide the comparison, but browserbase's footprint is roughly 6.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
browserbase is the stronger read for anyone weighting education. Marqo looks better where momentum 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 | browserbase | Marqo |
|---|---|---|
| Ranking | ||
| Overall rank | #152 | #430 |
| Pillars | ||
| Overall | 52 | 40 |
| Code | 47 | 41 |
| Education | 83 | 61 |
| Community | 53 | 39 |
| Reach | 45 | 36 |
| Momentum | 38 | 40 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 34,643 | 5,394 |
| Forks | 3,000 | 273 |
| Public repos | 65 | 28 |
| Active repos (90d) | 27 | 14 |
| External contributors | 69 | 4 |
| Avg polish | 46 | 45 |
| Avg AI-readiness | 41 | 35 |