Predicting the Pros
Predictions/Bub Means
Bub Means

Player breakdown

Bub Means

Pittsburgh · 2024 Draft Class

6-1212 lbs5th round, 170th overallAge at Draft: 23Age: ~25
HighDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

74%

YearTeamGGSTgtRecYdsY/RTDY/G
2024NOR7115911813.1116.9
SeasonTeamConfGRecYdsTDYPRYPG
2021Louisiana TechCUSA1122430219.539.1
2022PittACC1327401214.930.8
2023PittACC1241721617.660.1
Career36901,5521017.243.1

Model readout

Probability, context, and base score

XGBoost Prob

43%

ML model output

Context Prob

87%

Rule-based model

Suppression Signals

6

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 22% NFL 1000-yard conversion rate+1.251
Recruit dominator synergy+0.469
Scout dominator depth synergy+0.230

Top Negative Factors

-11.1 ypg vs. draft class average — below class average-0.749
0.32 TDs/game — limited scoring role in college-0.368
Physical production synergy-0.319

SHAP Feature Impact (Top 20)