Vector Database for Enterprise-grade AI and LLM applications
browserbase vs Zilliz
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
browserbase and Zilliz (Vector Database for Enterprise-grade AI and LLM applications) both appear on the Smoower Developer Ecosystem Index.
Zilliz (rank #122) holds a narrow lead over browserbase (rank #152) on the overall Smoower ecosystem score (54 vs 52). The gap of 2 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Zilliz is ahead of browserbase. On community (issue response, PR reviews and discussion health), browserbase is slightly ahead of Zilliz. On reach (how visible the ecosystem is beyond its own repos), browserbase is ahead of Zilliz. On momentum (release cadence and how fast the ecosystem moves), Zilliz is 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. Zilliz shows 37,860 stars across 71 public repos, 29 active in the last 90 days and 105 external contributors.
browserbase is the stronger read for anyone weighting reach. Zilliz 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 | browserbase | Zilliz |
|---|---|---|
| Ranking | ||
| Overall rank | #152 | #122 |
| Pillars | ||
| Overall | 52 | 54 |
| Code | 47 | 67 |
| Education | 83 | 83 |
| Community | 53 | 51 |
| Reach | 45 | 29 |
| Momentum | 38 | 50 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 34,643 | 37,860 |
| Forks | 3,000 | 3,995 |
| Public repos | 65 | 71 |
| Active repos (90d) | 27 | 29 |
| External contributors | 69 | 105 |
| Avg polish | 46 | 64 |
| Avg AI-readiness | 41 | 59 |