Raw college box scores are hard to compare. A guard putting up 18 points a night in a low-major conference and a guard doing the same in the Big 12 have not done the same thing — and neither number tells you much about what happens at the next level.
Every board below converts production into a percentile against a matched peer group. Qualification thresholds keep small samples out, and volume filters make sure a player who took three shots all season never tops a shooting leaderboard.
NCAA Player Rankings
Every D1 player on a 0–100 score combining production, efficiency, defence and context — weighted for conference strength.
Shooting Talent Index
Three-point and free throw percentage, true shooting and volume combined into one projection of shooting ability.
3-Point Leaderboard
The best college shooters, filtered for real volume so small-sample percentages never distort the list.
Rebounding Leaderboard
Total and offensive rebound rate, percentile-ranked within position group — a 6'2" guard is not compared to a centre.
Playmaking Leaderboard
Assist rate, assist-to-turnover ratio and usage, measured against players in the same role.
The best shooters.
By tier. Ranked.
STI combines Bayesian-adjusted 3P%, FT%, true shooting and attempt rate into a single percentile score — ranked across the entire NCAA pool. 0 to 100. One number. No noise.
Swarm Lab
See where any college player sits inside the full distribution of his peers — twelve NCAA seasons.
Player Comparison
Put college players side by side: radar profiles, percentiles and raw stats.
Draft Hub
How this year's college class projects to the NBA — big board, measurements and model output.