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We've indexed 5M+ GitHub users and built a ranking system that goes beyond follower counts.
The idea started from frustration: GitHub is terrible for discovery. You can't answer "who are the best Python developers in Berlin?" or "who identified transformer-based models before they blew up?" without scraping everything yourself. So we did.
What we built:
CodeRank score - a composite reputation signal across contributions, repository impact, and community influence
Tastemaker score - did you star repos at 50 stars that now have 50,000? We track that
Comparison Builder - allows users to build comparison graphics to compare devs, repos, orgs, etc.
Sharable Profile Graphics - share your scores and flex on your coworkers or the community at large
If your profile doesn't have a score, signing in will trigger scoring for your account.
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