Predicting the Pros
Predictions/Chase Sowell
Chase Sowell

Player breakdown

Chase Sowell

Iowa State · 2026 Draft Class

6-2185 lbsUndrafted / UpcomingAge: ~22
Low
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

3%

SeasonTeamConfGRecYdsTDYPRYPG
2022ColoradoPac-123223011.57.7
2023East CarolinaAmerican1247622113.251.8
2024East CarolinaAmerican934678319.975.3
2025Iowa StateBig 121232500215.641.7
Career361151,823615.950.6

Model readout

Probability, context, and base score

XGBoost Prob

2%

ML model output

Context Prob

37%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Recruit dominator synergy+0.373
Season-to-season ypg consistency: 0.00 — variable output+0.219
BMI 23.8 — outside ideal range for NFL WR (185 lbs)+0.205

Top Negative Factors

Program WR pipeline: 4% NFL 1000-yard conversion rate-1.095
-10.5 ypg vs. draft class average — below class average-0.728
Improvement accelerating (+28.5) — getting better faster each year-0.538

SHAP Feature Impact (Top 20)