Freshman Recruit Impact in Women's Basketball
A 2017-2026 women's basketball recruiting study that evaluates ESPN SC Next 100 recruits by freshman usage, minutes, conference and position distribution, Big Ten context, and transfer timing.
Recruiting rankings promise talent, but whether top-100 women's basketball recruits deliver immediate impact — and how that varies by position, conference, and recruiting tier — has not been systematically measured.
The team built a web scraper covering game logs and advanced metrics for every D1 player at Power 4 schools from 2017–2026, then analyzed freshman usage rates by position, 25+ MPG rates by recruiting tier, Big Ten recruiting comparisons, and transfer timing patterns for top-100 players.
Top-25 recruits show the highest rates of immediate impact (30% playing 25+ MPG as freshmen). UCLA ranks among Big Ten leaders in top-100 recruit volume while maintaining one of the lowest transfer rates, indicating strong player retention and development.