Guild AI vs Zilliz

Guild AI and Zilliz (Vector Database for Enterprise-grade AI and LLM applications) both appear on the Smoower Developer Ecosystem Index.

Zilliz (rank #122) holds a meaningful lead over Guild AI (rank #763) on the overall Smoower ecosystem score (54 vs 29). The gap of 25 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Zilliz is clearly ahead of Guild AI. On education (docs, guides and learning material for developers), Zilliz is ahead of Guild AI. On community (issue response, PR reviews and discussion health), Zilliz is ahead of Guild AI. On reach (how visible the ecosystem is beyond its own repos), Zilliz is ahead of Guild AI. On momentum (release cadence and how fast the ecosystem moves), Zilliz is clearly ahead of Guild AI.

Guild AI carries 1,003 GitHub stars across 29 public repos, with 0 repositories active in the last 90 days and 1 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 37.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Guild 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.