NVIDIA Corporation vs Zilliz

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

NVIDIA Corporation (rank #22) holds a modest lead over Zilliz (rank #180) on the overall Smoower ecosystem score (67 vs 53). The gap of 14 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 NVIDIA Corporation. On education (docs, guides and learning material for developers), NVIDIA Corporation is slightly ahead of Zilliz. On community (issue response, PR reviews and discussion health), NVIDIA Corporation is slightly ahead of Zilliz. On reach (how visible the ecosystem is beyond its own repos), NVIDIA Corporation is clearly ahead of Zilliz. On momentum (release cadence and how fast the ecosystem moves), NVIDIA Corporation is ahead of Zilliz.

NVIDIA Corporation carries 341,963 GitHub stars across 814 public repos, with 85 repositories active in the last 90 days and 520 external contributors on record. Zilliz shows 39,679 stars across 75 public repos, 34 active in the last 90 days and 104 external contributors. The star gap on its own does not decide the comparison, but NVIDIA Corporation's footprint is roughly 8.6x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

NVIDIA Corporation 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.