Qodo vs Mage

Qodo and Mage (Magical tools for data.) both appear on the Smoower Developer Ecosystem Index.

Qodo (rank #401) holds a narrow lead over Mage (rank #485) on the overall Smoower ecosystem score (41 vs 38). The gap of 3 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Mage is slightly ahead of Qodo. On community (issue response, PR reviews and discussion health), Qodo is slightly ahead of Mage. On reach (how visible the ecosystem is beyond its own repos), Qodo is slightly ahead of Mage. On momentum (release cadence and how fast the ecosystem moves), Qodo is ahead of Mage.

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. Mage shows 9,079 stars across 44 public repos, 8 active in the last 90 days and 22 external contributors.

Qodo is the stronger read for anyone weighting momentum. Mage 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.