Pickleball Rating

ELO Isn’t the Whole Story: Inside Pickleball IQ’s Hybrid Rating

How I’m blending continuous session scores, EMA smoothing, and gate-aware clamps to make ratings that feel fair—and stay that way.

Understand what defines a 3.5 pickleball player, common mistakes at this level, and the fastest ways to improve your game.