The NCAA women's soccer RPI formula, reverse-engineered from the rankings

I implemented the published RPI formula and the rankings didn’t match NCAA’s. A grid search against their published top-25 shows the actual weights are different — opponents’ records weigh more, the location bonus is milder, and opponents’ records enter the formula without any location adjustment.

October 15, 2026 · 10 min · Omar Crosby

How the NCAA women's soccer RPI actually works — and why teams pick their opponents carefully

A plain-English walkthrough of the Rating Percentage Index — the three components, the strength-of-schedule feedback loops, why the formula shapes non-conference scheduling decisions across the sport, and why recomputing it is genuinely expensive.

July 11, 2026 · 14 min · Omar Crosby