Predicting the Pros
Predictions/Frank Darby
Frank Darby

Player breakdown

Frank Darby

Arizona St. · 2021 Draft Class

6-0201 lbs6th round, 187th overallAge at Draft: 23Age: ~28
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

28%

YearTeamGGSTgtRecYdsY/RTDY/G
2021ATL10041141401.4
2022ATL5011151503
Career150522914.501.9
SeasonTeamConfGRecYdsTDYPRYPG
2017Arizona StatePac-1210923422623.4
2018Arizona StatePac-12132142122032.4
2019Arizona StatePac-121331616819.947.4
2020Arizona StatePac-12464617.711.5
Career40671,3171319.732.9

Model readout

Probability, context, and base score

XGBoost Prob

11%

ML model output

Context Prob

61%

Rule-based model

Suppression Signals

3

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 10% NFL 1000-yard conversion rate+1.026
Recruit dominator synergy+0.412
Class YPR rank: top 3% — elite per-target efficiency+0.229

Top Negative Factors

-23.1 ypg vs. draft class average — below class average-0.762
Accounted for 1.61 yards per team pass attempt — featured receiver share-0.395
0.33 TDs/game — limited scoring role in college-0.349

SHAP Feature Impact (Top 20)