Predicting the Pros
Predictions/A.T. Perry
A.T. Perry

Player breakdown

A.T. Perry

Wake Forest · 2023 Draft Class

6-4198 lbs6th round, 195th overallAge at Draft: 23Age: ~26
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

37%

YearTeamGGSTgtRecYdsY/RTDY/G
2023NOR103181224620.5424.6
SeasonTeamConfGRecYdsTDYPRYPG
2019Wake ForestACC9462115.56.9
2020Wake ForestACC715211114.130.1
2021Wake ForestACC14711,2931518.292.4
2022Wake ForestACC13811,0961113.584.3
Career431712,6622815.661.9

Model readout

Probability, context, and base score

XGBoost Prob

6%

ML model output

Context Prob

95%

Rule-based model

Suppression Signals

3

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Scout dominator depth synergy+0.241
BMI 24.1 — ideal frame for NFL WR (198 lbs)+0.233
6.9 ypg as a freshman — limited first-year impact+0.214

Top Negative Factors

Program WR pipeline: 4% NFL 1000-yard conversion rate-1.261
+7.5 ypg vs. draft class average — below class average-0.702
Physical production synergy-0.546

SHAP Feature Impact (Top 20)