Develop. Preview. Ship. Creators of Next.js.
Vector Database for Enterprise-grade AI and LLM applications
Vercel Labs vs Zilliz
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Vercel Labs (Develop. Preview. Ship. Creators of Next.js.) and Zilliz (Vector Database for Enterprise-grade AI and LLM applications) both appear on the Smoower Developer Ecosystem Index.
Vercel Labs (rank #14) holds a modest lead over Zilliz (rank #122) on the overall Smoower ecosystem score (67 vs 54). The gap of 13 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Zilliz is slightly ahead of Vercel Labs. On education (docs, guides and learning material for developers), Zilliz is ahead of Vercel Labs. On community (issue response, PR reviews and discussion health), Zilliz is slightly ahead of Vercel Labs. On reach (how visible the ecosystem is beyond its own repos), Vercel Labs is ahead of Zilliz. On momentum (release cadence and how fast the ecosystem moves), Vercel Labs is clearly ahead of Zilliz.
Vercel Labs carries 177,353 GitHub stars across 318 public repos, with 72 repositories active in the last 90 days and 520 external contributors on record. Zilliz shows 37,860 stars across 71 public repos, 29 active in the last 90 days and 105 external contributors. The star gap on its own does not decide the comparison, but Vercel Labs's footprint is roughly 4.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Vercel Labs is the stronger read for anyone weighting momentum. Zilliz looks better where education 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 | Vercel Labs | Zilliz |
|---|---|---|
| Ranking | ||
| Overall rank | #14 | #122 |
| Pillars | ||
| Overall | 67 | 54 |
| Code | 62 | 67 |
| Education | 74 | 83 |
| Community | 47 | 51 |
| Reach | 49 | 29 |
| Momentum | 80 | 50 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 177,353 | 37,860 |
| Forks | 14,215 | 3,995 |
| Public repos | 318 | 71 |
| Active repos (90d) | 72 | 29 |
| External contributors | 520 | 105 |
| Avg polish | 53 | 64 |
| Avg AI-readiness | 69 | 59 |