Cohere vs Ollama

Cohere (Empowering enterprises with private, powerful AI.) and Ollama both appear on the Smoower Developer Ecosystem Index.

Ollama (rank #122) holds a narrow lead over Cohere (rank #278) on the overall Smoower ecosystem score (54 vs 46). The gap of 8 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Ollama is slightly ahead of Cohere. On education (docs, guides and learning material for developers), Cohere is ahead of Ollama. On community (issue response, PR reviews and discussion health), Cohere is slightly ahead of Ollama. On reach (how visible the ecosystem is beyond its own repos), Ollama is ahead of Cohere. On momentum (release cadence and how fast the ecosystem moves), Ollama is ahead of Cohere.

Cohere carries 6,555 GitHub stars across 62 public repos, with 17 repositories active in the last 90 days and 15 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 Ollama's footprint is roughly 29.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Cohere is the stronger read for anyone weighting education. Ollama 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.