Predicting the Pros
Predictions/Zion Booker
Zion Booker

Player breakdown

Zion Booker

Tulsa · 2026 Draft Class

Undrafted / UpcomingAge: ~19
Low
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

37%

SeasonTeamConfGRecYdsTDYPRYPG
2025TulsaAmerican84641829.152.3

Model readout

Probability, context, and base score

XGBoost Prob

37%

ML model output

Context Prob

30%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Flat acceleration — consistent but not accelerating+0.874
Recruit dominator synergy+0.465
Season-to-season ypg consistency: 0.00 — variable output+0.251

Top Negative Factors

+0.0 ypg vs. draft class average — below class average-0.727
Program WR pipeline: 5% NFL 1000-yard conversion rate-0.544
0.25 TDs/game — limited scoring role in college-0.386

SHAP Feature Impact (Top 20)