Hugging Face vs NVIDIA Corporation

Hugging Face (The AI community building the future.) and NVIDIA Corporation both appear on the Smoower Developer Ecosystem Index.

Hugging Face (rank #2) holds a modest lead over NVIDIA Corporation (rank #57) on the overall Smoower ecosystem score (75 vs 61). 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), Hugging Face is slightly ahead of NVIDIA Corporation. On education (docs, guides and learning material for developers), NVIDIA Corporation is slightly ahead of Hugging Face. On community (issue response, PR reviews and discussion health), Hugging Face is clearly ahead of NVIDIA Corporation. On reach (how visible the ecosystem is beyond its own repos), Hugging Face is ahead of NVIDIA Corporation. On momentum (release cadence and how fast the ecosystem moves), Hugging Face is clearly ahead of NVIDIA Corporation.

Hugging Face carries 656,889 GitHub stars across 467 public repos, with 84 repositories active in the last 90 days and 888 external contributors on record. NVIDIA Corporation shows 273,298 stars across 789 public repos, 95 active in the last 90 days and 506 external contributors.

Hugging Face is the stronger read for anyone weighting community. NVIDIA Corporation 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.