Predicting the Pros
Predictions/Malcolm Simmons
Malcolm Simmons

Player breakdown

Malcolm Simmons

Auburn · 2027 Draft Class

6-0186 lbsUndrafted / UpcomingAge: ~20
Low
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

4%

SeasonTeamConfGRecYdsTDYPRYPG
2024AuburnSEC1240451311.337.6
2025AuburnSEC1225457218.338.1
Career2465908514.037.8

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

Improvement accelerating (+0.0) — getting better faster each year+0.736
Recruit dominator synergy+0.316
Recruit rating × conference strength: 0.92 — elite recruit at elite school+0.200

Top Negative Factors

Program WR pipeline: 2% NFL 1000-yard conversion rate-2.289
-16.6 ypg vs. draft class average — below class average-0.553
0.21 TDs/game — limited scoring role in college-0.372

SHAP Feature Impact (Top 20)