Predicting the Pros
Predictions/Ainias Smith
Ainias Smith

Player breakdown

Ainias Smith

Texas A&M · 2024 Draft Class

5-9190 lbs5th round, 152nd overallAge at Draft: 23Age: ~25
MediumDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

40%

YearTeamGGSTgtRecYdsY/RTDY/G
2024PHI7197415.915.9
SeasonTeamConfGRecYdsTDYPRYPG
2019Texas A&MSEC1222248311.320.7
2020Texas A&MSEC1043564613.156.4
2021Texas A&MSEC1247509610.842.4
2022Texas A&MSEC415291219.472.8
2023Texas A&MSEC125379521566.3
Career501802,4071913.448.1

Model readout

Probability, context, and base score

XGBoost Prob

21%

ML model output

Context Prob

64%

Rule-based model

Suppression Signals

4

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 14% NFL 1000-yard conversion rate+1.249
Physical production synergy+0.262
BMI 28.1 — outside ideal range for NFL WR (190 lbs)+0.234

Top Negative Factors

-6.3 ypg vs. draft class average — below class average-0.735
Accounted for 1.86 yards per team pass attempt — featured receiver share-0.406
0.38 TDs/game — limited scoring role in college-0.318

SHAP Feature Impact (Top 20)