Predicting the Pros
Predictions/CJ Williams
CJ Williams

Player breakdown

CJ Williams

Stanford · 2026 Draft Class

5-8165 lbsUndrafted / UpcomingAge: ~26
Low
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

13%

SeasonTeamConfGRecYdsTDYPRYPG
2018NavyAmerican119187020.817
2019NavyAmerican13721023016.2
2020NavyAmerican788011011.4
2022USCPac-121143408.53.1
2023WisconsinBig Ten131514809.911.4
2024WisconsinBig Ten1216248215.520.7
2025StanfordACC1259749612.762.4
Career791181,6561114.021.0

Model readout

Probability, context, and base score

XGBoost Prob

12%

ML model output

Context Prob

30%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 10% NFL 1000-yard conversion rate+1.031
Season-to-season ypg consistency: 0.00 — variable output+0.175
Team averaged 0.0 pass attempts/game — run-heavy offensive system+0.150

Top Negative Factors

+0.0 ypg vs. draft class average — below class average-0.718
Improvement accelerating (+8.4) — getting better faster each year-0.587
Physical production synergy-0.542

SHAP Feature Impact (Top 20)