Anthropic vs Mage

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

Anthropic (rank #30) holds a meaningful lead over Mage (rank #485) on the overall Smoower ecosystem score (63 vs 38). The gap of 25 points reflects composite signals across code, docs, community and reach.

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

Anthropic carries 584,015 GitHub stars across 92 public repos, with 46 repositories active in the last 90 days and 911 external contributors on record. Mage shows 9,079 stars across 44 public repos, 8 active in the last 90 days and 22 external contributors. The star gap on its own does not decide the comparison, but Anthropic's footprint is roughly 64.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

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