Mage vs OpenAI

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

OpenAI (rank #28) holds a meaningful lead over Mage (rank #488) on the overall Smoower ecosystem score (65 vs 39). The gap of 26 points reflects composite signals across code, docs, community and reach.

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

Mage carries 9,099 GitHub stars across 44 public repos, with 7 repositories active in the last 90 days and 20 external contributors on record. OpenAI shows 818,278 stars across 268 public repos, 30 active in the last 90 days and 438 external contributors. The star gap on its own does not decide the comparison, but OpenAI's footprint is roughly 89.9x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Mage is the stronger read for anyone weighting reach. OpenAI looks better where momentum 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.