Predicting the Pros
Predictions/E.J. Williams
E.J. Williams

Player breakdown

E.J. Williams

Indiana · 2026 Draft Class

6-4203 lbsUndrafted / UpcomingAge: ~24
Low
Major awards: 0Heisman votes: 0NIL Contract Value: $1.5M
Watch Highlights

Model confidence

Success Probability

7%

SeasonTeamConfGRecYdsTDYPRYPG
2020ClemsonACC1224306212.825.5
2021ClemsonACC896607.38.3
2022ClemsonACC137700105.4
2023IndianaBig Ten823281012.235.1
2024IndianaBig Ten4249024.512.3
2025IndianaBig Ten1536438612.229.2
Career601011,210812.020.2

Model readout

Probability, context, and base score

XGBoost Prob

3%

ML model output

Context Prob

33%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Recruit dominator synergy+0.393
Team averaged 0.0 pass attempts/game — run-heavy offensive system+0.203
Improvement accelerating (+0.4) — getting better faster each year+0.201

Top Negative Factors

Program WR pipeline: 3% NFL 1000-yard conversion rate-2.334
-27.5 ypg vs. draft class average — below class average-0.556
0.22 TDs/game — limited scoring role in college-0.364

SHAP Feature Impact (Top 20)