democratizing access to powerful artificial intelligence
Vector Database for Enterprise-grade AI and LLM applications
Nomic AI vs Zilliz
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Nomic AI (democratizing access to powerful artificial intelligence) and Zilliz (Vector Database for Enterprise-grade AI and LLM applications) both appear on the Smoower Developer Ecosystem Index.
Zilliz (rank #122) holds a modest lead over Nomic AI (rank #317) on the overall Smoower ecosystem score (54 vs 44). The gap of 10 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 Nomic AI. On education (docs, guides and learning material for developers), Zilliz is ahead of Nomic AI. On community (issue response, PR reviews and discussion health), Zilliz is slightly ahead of Nomic AI. On reach (how visible the ecosystem is beyond its own repos), Zilliz is slightly ahead of Nomic AI. On momentum (release cadence and how fast the ecosystem moves), Zilliz is clearly ahead of Nomic AI.
Nomic AI carries 84,780 GitHub stars across 54 public repos, with 3 repositories active in the last 90 days and 6 external contributors on record. Zilliz shows 37,860 stars across 71 public repos, 29 active in the last 90 days and 105 external contributors.
Nomic AI is worth a look for teams already invested in its stack. Zilliz 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 | Nomic AI | Zilliz |
|---|---|---|
| Ranking | ||
| Overall rank | #317 | #122 |
| Pillars | ||
| Overall | 44 | 54 |
| Code | 49 | 67 |
| Education | 70 | 83 |
| Community | 44 | 51 |
| Reach | 27 | 29 |
| Momentum | 18 | 50 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 84,780 | 37,860 |
| Forks | 9,198 | 3,995 |
| Public repos | 54 | 71 |
| Active repos (90d) | 3 | 29 |
| External contributors | 6 | 105 |
| Avg polish | 49 | 64 |
| Avg AI-readiness | 39 | 59 |