kakao vs Mage

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

kakao (rank #257) holds a modest lead over Mage (rank #485) on the overall Smoower ecosystem score (47 vs 38). 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), kakao is clearly ahead of Mage. On education (docs, guides and learning material for developers), Mage is clearly ahead of kakao. On community (issue response, PR reviews and discussion health), kakao is ahead of Mage. On reach (how visible the ecosystem is beyond its own repos), Mage is slightly ahead of kakao. On momentum (release cadence and how fast the ecosystem moves), kakao is clearly ahead of Mage.

kakao carries 6,073 GitHub stars across 71 public repos, with 12 repositories active in the last 90 days and 8 external contributors on record. Mage shows 9,079 stars across 44 public repos, 8 active in the last 90 days and 22 external contributors.

kakao is the stronger read for anyone weighting momentum. Mage looks better where education 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.