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 meaningful lead over NVIDIA Corporation (rank #189) on the overall Smoower ecosystem score (75 vs 50). 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), Hugging Face is ahead of NVIDIA Corporation. On education (docs, guides and learning material for developers), Hugging Face is slightly ahead of NVIDIA Corporation. 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 652,474 GitHub stars across 454 public repos, with 81 repositories active in the last 90 days and 865 external contributors on record. NVIDIA Corporation shows 314,588 stars across 762 public repos, 84 active in the last 90 days and 342 external contributors.

Hugging Face is the stronger read for anyone weighting community. NVIDIA Corporation makes more sense for teams already using its adjacent tools. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.