Developer ecosystem comparison
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browserbase vs Mage

Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.

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

browserbase (rank #152) holds a modest lead over Mage (rank #485) on the overall Smoower ecosystem score (52 vs 38). The gap of 14 points reflects composite signals across code, docs, community and reach.

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

browserbase carries 34,643 GitHub stars across 65 public repos, with 27 repositories active in the last 90 days and 69 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 browserbase's footprint is roughly 3.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

browserbase is the stronger read for anyone weighting momentum. Mage makes more sense for teams already using its adjacent tools. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.

Side-by-side metrics

MetricbrowserbaseMage
Ranking
Overall rank#152#485
Pillars
Overall5238
Code4734
Education8371
Community5338
Reach4540
Momentum3816
Builder experience00
Signals
Stars34,6439,079
Forks3,0001,538
Public repos6544
Active repos (90d)278
External contributors6922
Avg polish4642
Avg AI-readiness4115

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