Anthropic vs Ollama

Anthropic and Ollama both appear on the Smoower Developer Ecosystem Index.

Anthropic (rank #51) holds a narrow lead over Ollama (rank #122) on the overall Smoower ecosystem score (62 vs 56). The gap of 6 points reflects composite signals across code, docs, community and reach.

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

Anthropic carries 604,685 GitHub stars across 96 public repos, with 44 repositories active in the last 90 days and 756 external contributors on record. Ollama shows 192,597 stars across 4 public repos, 3 active in the last 90 days and 227 external contributors. The star gap on its own does not decide the comparison, but Anthropic's footprint is roughly 3.1x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Anthropic 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.