Predicting the Pros
Predictions/Cooper Barkate
Cooper Barkate

Player breakdown

Cooper Barkate

Duke · 2026 Draft Class

6-1182 lbsUndrafted / UpcomingAge: ~19
Low
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

40%

SeasonTeamConfGRecYdsTDYPRYPG
2025DukeACC14721,106715.479

Model readout

Probability, context, and base score

XGBoost Prob

36%

ML model output

Context Prob

57%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Flat acceleration — consistent but not accelerating+0.849
BMI 24.0 — ideal frame for NFL WR (182 lbs)+0.184
Team averaged 0.0 pass attempts/game — run-heavy offensive system+0.166

Top Negative Factors

Program WR pipeline: 5% NFL 1000-yard conversion rate-0.522
Physical production synergy-0.397
Accounted for 0.00 yards per team pass attempt — featured receiver share-0.352

SHAP Feature Impact (Top 20)