Predicting the Pros
Predictions/Miles Sanders
Miles Sanders

Player breakdown

Miles Sanders

Penn St. · 2019 Draft Class

5-11211 lbs2nd round, 53rd overallAge at Draft: 22Age: ~29
Medium1000+ Scrimmage
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

50%

YearTeamGRush AttRush YdsRush TDRecRec YdsRec TDScrim Yds
2019PHI1617981835050931,327
2020PHI1216486762819701,064
2021PHI121377540261580912
2022PHI172591,26911207801,347
2023CAR161294321271540586
2024CAR11552052241481353
2025DAL42011718300147
SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2016Penn StateBig Ten0251841224208
2017Penn StateBig Ten0251761526202
2018Penn StateBig Ten62071,2239221321,355

Model readout

Probability, context, and base score

XGBoost Prob

50%

ML model output

Context Prob

50%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

4.49s forty — average speed+0.395
Catch radius: 89.0 — strong physical reach envelope+0.236
Rb rush yards per attempt+0.227

Top Negative Factors

4.19s short shuttle — average lateral quickness-0.665
2 freshman catches — suppressed depth chart-0.364
29 career receptions — limited volume-0.278

SHAP Feature Impact (Top 20)