Predicting the Pros
Predictions/Luke McCaffrey
Luke McCaffrey

Player breakdown

Luke McCaffrey

Rice · 2024 Draft Class

6-2198 lbs3rd round, 100th overallAge at Draft: 23Age: ~25
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

24%

YearTeamGGSTgtRecYdsY/RTDY/G
2024WAS17424181689.309.9
2025WAS90151120318.5322.6
Career264392937112.8314.3
SeasonTeamConfGRecYdsTDYPRYPG
2019NebraskaBig Ten41120123
2020NebraskaBig Ten715050.7
2022RiceCUSA1158723612.565.7
2023RiceAmerican1371992131476.3
Career351311,7321913.249.5

Model readout

Probability, context, and base score

XGBoost Prob

10%

ML model output

Context Prob

51%

Rule-based model

Suppression Signals

3

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Scout dominator depth synergy+0.205
BMI 25.4 — ideal frame for NFL WR (198 lbs)+0.177
0.79 TDs/game — dominant red-zone role in college+0.152

Top Negative Factors

Program WR pipeline: 5% NFL 1000-yard conversion rate-0.698
Physical production synergy-0.564
Improvement accelerating (+81.7) — getting better faster each year-0.463

SHAP Feature Impact (Top 20)