Hugging Face vs Ollama

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

Hugging Face (rank #2) holds a meaningful lead over Ollama (rank #122) on the overall Smoower ecosystem score (75 vs 54). The gap of 21 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 Ollama. On education (docs, guides and learning material for developers), Hugging Face is slightly ahead of Ollama. On community (issue response, PR reviews and discussion health), Hugging Face is clearly ahead of Ollama. On reach (how visible the ecosystem is beyond its own repos), Ollama is slightly ahead of Hugging Face. On momentum (release cadence and how fast the ecosystem moves), Hugging Face is clearly ahead of Ollama.

Hugging Face carries 642,333 GitHub stars across 454 public repos, with 80 repositories active in the last 90 days and 862 external contributors on record. Ollama shows 190,304 stars across 4 public repos, 3 active in the last 90 days and 241 external contributors. The star gap on its own does not decide the comparison, but Hugging Face's footprint is roughly 3.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Hugging Face is the stronger read for anyone weighting community. Ollama looks better where reach 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.