Predicting the Pros
Predictions/Elijah Higgins
Elijah Higgins

Player breakdown

Elijah Higgins

Stanford · 2023 Draft Class

6-3235 lbs6th round, 197th overallAge at Draft: 22Age: ~25
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

10%

SeasonTeamConfGRecYdsTDYPRYPG
2020StanfordPac-12515176011.735.2
2021StanfordPac-121045500411.150
2022StanfordPac-121259704211.958.7
Career271191,380611.651.1

Model readout

Probability, context, and base score

XGBoost Prob

5%

ML model output

Context Prob

39%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 10% NFL 1000-yard conversion rate+1.108
BMI 29.4 — outside ideal range for NFL WR (235 lbs)+0.152
11.6 avg YPR per season — average consistent efficiency+0.140

Top Negative Factors

-5.8 ypg vs. draft class average — below class average-0.726
0.22 TDs/game — limited scoring role in college-0.484
Physical production synergy-0.467

SHAP Feature Impact (Top 20)