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 modest lead over Ollama (rank #122) on the overall Smoower ecosystem score (75 vs 56). The gap of 19 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), Ollama is slightly ahead of Hugging Face. 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), Hugging Face is slightly ahead of Ollama. On momentum (release cadence and how fast the ecosystem moves), Hugging Face is ahead of Ollama.

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. Ollama shows 193,131 stars across 4 public repos, 3 active in the last 90 days and 232 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 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.