Vector Database for Enterprise-grade AI and LLM applications
Deepgram vs Zilliz
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Deepgram and Zilliz (Vector Database for Enterprise-grade AI and LLM applications) both appear on the Smoower Developer Ecosystem Index.
Deepgram (rank #63) holds a narrow lead over Zilliz (rank #122) on the overall Smoower ecosystem score (59 vs 54). The gap of 5 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 Deepgram. On education (docs, guides and learning material for developers), Zilliz is clearly ahead of Deepgram. On community (issue response, PR reviews and discussion health), Zilliz is slightly ahead of Deepgram. On reach (how visible the ecosystem is beyond its own repos), Deepgram is clearly ahead of Zilliz. On momentum (release cadence and how fast the ecosystem moves), Zilliz is slightly ahead of Deepgram.
Deepgram carries 2,538 GitHub stars across 115 public repos, with 47 repositories active in the last 90 days and 30 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 Zilliz's footprint is roughly 14.9x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Deepgram is the stronger read for anyone weighting reach. 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 | Deepgram | Zilliz |
|---|---|---|
| Ranking | ||
| Overall rank | #63 | #122 |
| Pillars | ||
| Overall | 59 | 54 |
| Code | 64 | 67 |
| Education | 59 | 83 |
| Community | 48 | 51 |
| Reach | 80 | 29 |
| Momentum | 46 | 50 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 2,538 | 37,860 |
| Forks | 697 | 3,995 |
| Public repos | 115 | 71 |
| Active repos (90d) | 47 | 29 |
| External contributors | 30 | 105 |
| Avg polish | 68 | 64 |
| Avg AI-readiness | 48 | 59 |