Juriy Zaytsev • 7/28/2026

How do you rank in your CrossFit box?

This article details a developer's project to build a comprehensive CrossFit ranking system using data from their gym's SugarWOD account. By accessing the internal API, they retrieved 117,236 scores from 640 athletes over 103 months. They addressed the challenge of comparing Rx and Scaled workouts by creating an 'Overall' view where Rx results always rank above Scaled. The result is an interactive web app (przilla.app/moc) that visualizes athlete progress over nearly nine years, offering insights into performance trends and competitive standings.

0 comments

#data analysis #API Integration #Fitness Tracking