Predicting the Pros
Predictions/Kam Thomas
Kam Thomas

Player breakdown

Kam Thomas

UTEP · 2026 Draft Class

Undrafted / UpcomingAge: ~20
Low
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

5%

SeasonTeamConfGRecYdsTDYPRYPG
2024UTEPCUSA947532211.359.1
2025UTEPCUSA142606.526
Career1051558210.955.8

Model readout

Probability, context, and base score

XGBoost Prob

3%

ML model output

Context Prob

30%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Flat acceleration — consistent but not accelerating+0.863
Recruit dominator synergy+0.415
Outperformed team passing efficiency by 1.05x — route-running independent of system+0.217

Top Negative Factors

Program WR pipeline: 1% NFL 1000-yard conversion rate-2.550
+0.0 ypg vs. draft class average — below class average-0.491
0.20 TDs/game — limited scoring role in college-0.371

SHAP Feature Impact (Top 20)