Predicting the Pros
Predictions/Alex Collins
Alex Collins

Player breakdown

Alex Collins

Arkansas · 2016 Draft Class

5-10217 lbs5th round, 171st overallAge at Draft: 22Age: ~32
High1000+ Scrimmage
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

70%

YearTeamGRush AttRush YdsRush TDRecRec YdsRec TDScrim Yds
2016SEA1131125111840209
2017BAL1521297362318701,160
2018BAL101144117151051516
2020SEA31877214081
2021SEA1110841129870498
SeasonTeamConfGRush AttRush YdsRush TDRecRec YdsScrim Yds
2013ArkansasSEC41901,026411631,089
2014ArkansasSEC01871,02412391,033
2015ArkansasSEC02481,3921713951,487

Model readout

Probability, context, and base score

XGBoost Prob

70%

ML model output

Context Prob

70%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.268

Average prediction

Top Positive Factors

4.59s forty — slow speed+0.395
Catch radius: 84.2 — limited physical reach envelope+0.236
33 career TDs — prolific scoring production+0.188

Top Negative Factors

Rb scrimmage yards per touch-0.324
27 career receptions — limited volume-0.278
1203.0 alt. conference-adjusted ypg — cross-conference production comparison-0.264

SHAP Feature Impact (Top 20)