Predicting the Pros
Predictions/Davis Mills
Davis Mills

Player breakdown

Davis Mills

Stanford · 2021 Draft Class

6-3217 lbs3rd round, 67th overallAge at Draft: 22Age: ~27
LowMissed 25+ TD
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

12%

YearTeamGGSCmpAttPass YdsPass TDINTRush YdsRush TDTotal TD
2021HOU13112633942,664161044016
2022HOU15152924793,1181715108219
2023HOU60183917320902
2024HOU402036212001100
2025HOU6391159915516016
SeasonTeamConfGCmpAttPass YdsPass TDINTRush YdsRush TDTotal TD
2018StanfordACC000000500
2019StanfordACC61582411,96011544011
2020StanfordACC51291951,5087337310

Model readout

Probability, context, and base score

XGBoost Prob

12%

ML model output

Context Prob

12%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.484

Average prediction

Top Positive Factors

Flat acceleration — consistent but not accelerating+0.344
4.40s short shuttle — average lateral quickness+0.277
3,468 career receiving yards — elite multi-year volume+0.273

Top Negative Factors

Physical upside: 0.87 — elite athletic ceiling-0.546
315.3 career ypg — elite WR1 college production-0.318
Height-adjusted speed: 4.63s — below average speed for frame-0.295

SHAP Feature Impact (Top 20)