Ollama vs OpenAI

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

OpenAI (rank #30) holds a modest lead over Ollama (rank #126) on the overall Smoower ecosystem score (65 vs 56). The gap of 9 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 OpenAI. On education (docs, guides and learning material for developers), Ollama is ahead of OpenAI. On community (issue response, PR reviews and discussion health), OpenAI is clearly ahead of Ollama. On reach (how visible the ecosystem is beyond its own repos), Ollama is slightly ahead of OpenAI. On momentum (release cadence and how fast the ecosystem moves), OpenAI is ahead of Ollama.

Ollama carries 193,131 GitHub stars across 4 public repos, with 3 repositories active in the last 90 days and 232 external contributors on record. OpenAI shows 854,110 stars across 268 public repos, 47 active in the last 90 days and 427 external contributors. The star gap on its own does not decide the comparison, but OpenAI's footprint is roughly 4.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Ollama is the stronger read for anyone weighting education. OpenAI looks better where community 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.