Predicting the Pros
Predictions/Isiah Canion
Isiah Canion

Player breakdown

Isiah Canion

Georgia Tech · 2026 Draft Class

6-4215 lbsUndrafted / UpcomingAge: ~20
Low
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

17%

SeasonTeamConfGRecYdsTDYPRYPG
2024Georgia TechACC10683013.88.3
2025Georgia TechACC1233480414.540
Career2239563414.425.6

Model readout

Probability, context, and base score

XGBoost Prob

10%

ML model output

Context Prob

52%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 18% NFL 1000-yard conversion rate+1.105
Recruit dominator synergy+0.306
8.3 ypg as a freshman — limited first-year impact+0.283

Top Negative Factors

-30.4 ypg vs. draft class average — below class average-0.727
0.18 TDs/game — limited scoring role in college-0.468
Improvement accelerating (+4.8) — getting better faster each year-0.456

SHAP Feature Impact (Top 20)