Qodo vs Ollama

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

Ollama (rank #122) holds a modest lead over Qodo (rank #401) on the overall Smoower ecosystem score (54 vs 41). The gap of 13 points reflects composite signals across code, docs, community and reach.

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

Qodo carries 4,512 GitHub stars across 23 public repos, with 2 repositories active in the last 90 days and 1 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 42.2x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Qodo is worth a look for teams already invested in its stack. Ollama looks better where code quality 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.