Cohere vs Hugging Face

Cohere (Own your AI. Empowering enterprises with private, powerful systems and builders with accessible, open-source models.) and Hugging Face (The AI community building the future.) both appear on the Smoower Developer Ecosystem Index.

Hugging Face (rank #3) holds a meaningful lead over Cohere (rank #359) on the overall Smoower ecosystem score (75 vs 44). The gap of 31 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 Cohere. On education (docs, guides and learning material for developers), Cohere is slightly ahead of Hugging Face. On community (issue response, PR reviews and discussion health), Hugging Face is clearly ahead of Cohere. On reach (how visible the ecosystem is beyond its own repos), Hugging Face is clearly ahead of Cohere. On momentum (release cadence and how fast the ecosystem moves), Hugging Face is clearly ahead of Cohere.

Cohere carries 6,565 GitHub stars across 63 public repos, with 15 repositories active in the last 90 days and 9 external contributors on record. Hugging Face shows 654,206 stars across 467 public repos, 84 active in the last 90 days and 879 external contributors. The star gap on its own does not decide the comparison, but Hugging Face's footprint is roughly 99.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Cohere is the stronger read for anyone weighting education. Hugging Face 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.