Articles
Data journalism and analysis across women's sports
Volleyball
2025 Transfer Portal: Top 100 Players by WAR
Every D1 volleyball portal entrant ranked — scraped from 260+ schools, computed with the V4 model
The Volleyball Portal Is a Middle Blocker Market
MBs produce 2x the value of OHs in the portal. Liberos are the running backs of volleyball.
How WAR Works in NCAA Volleyball
Splitting credit between hitters, setters, and passers — empirically derived, validated against the MLV draft
Softball
The Softball Transfer Market Is Wide Open
P4 programs pay $74K-$90K per win. We picked 15 hypothetical transfer targets producing at $12K per win
2026 AUSL College Draft Recap
16 of 17 picks were on our board — round-by-round hits, misses, and lessons
How WAR Works in NCAA Softball
Empirically-derived wins above replacement — no arbitrary knobs
Hockey
College Athletics
Fire Your Football Coach
The bottom half of every power conference is paying $12M in coaching salaries for programs that never contend
Buying Wins — The Moneyball Case for Women’s College Sports
What does a win actually cost? The answer depends entirely on which sport you’re watching
The Per-Athlete Cost of Women’s College Sports Is Shockingly Low
A data-driven look at where NIL money actually goes — before the numbers disappear