Predicting the Pros
Predictions/Sam Roush
Sam Roush

Player breakdown

Sam Roush

Stanford · 2026 Draft Class

6-6267 lbsUndrafted / UpcomingAge: ~22
Low
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

13%

SeasonTeamConfGRecYdsTDYPRYPG
2022StanfordPac-12122340172.8
2023StanfordPac-121228288010.324
2024StanfordACC124033428.427.8
2025StanfordACC1249545211.145.4
Career481191,201410.125.0

Model readout

Probability, context, and base score

XGBoost Prob

6%

ML model output

Context Prob

51%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Recruit dominator synergy+0.511
2.8 ypg as a freshman — limited first-year impact+0.261
Outperformed team passing efficiency by 0.94x — route-running independent of system+0.179

Top Negative Factors

+1.8 ypg vs. draft class average — below class average-0.774
Program WR pipeline: 5% NFL 1000-yard conversion rate-0.554
Improvement accelerating (+15.0) — getting better faster each year-0.451

SHAP Feature Impact (Top 20)