Player breakdown
James Starks
Buffalo · 2010 Draft Class
6th round, 193rd overallAge at Draft: 24Age: ~40
LowMissed 1000+ Scrim
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch HighlightsModel confidence
Success Probability
19%
| Year | Team | G | Rush Att | Rush Yds | Rush TD | Rec | Rec Yds | Rec TD | Scrim Yds |
|---|---|---|---|---|---|---|---|---|---|
| 2010 | GNB | 3 | 29 | 101 | 0 | 2 | 15 | 0 | 116 |
| 2011 | GNB | 13 | 133 | 578 | 1 | 29 | 216 | 0 | 794 |
| 2012 | GNB | 6 | 71 | 255 | 1 | 4 | 31 | 0 | 286 |
| 2013 | GNB | 13 | 89 | 493 | 3 | 10 | 89 | 1 | 582 |
| 2014 | GNB | 16 | 85 | 333 | 2 | 18 | 140 | 0 | 473 |
| 2015 | GNB | 16 | 148 | 601 | 2 | 43 | 392 | 3 | 993 |
| 2016 | GNB | 9 | 63 | 145 | 0 | 19 | 134 | 2 | 279 |
| Season | Team | Conf | G | Rush Att | Rush Yds | Rush TD | Rec | Rec Yds | Scrim Yds |
|---|---|---|---|---|---|---|---|---|---|
| 2006 | Buffalo | Mid-American | 0 | 175 | 704 | 6 | 34 | 226 | 930 |
| 2007 | Buffalo | Mid-American | 8 | 251 | 1,103 | 12 | 41 | 311 | 1,414 |
| 2008 | Buffalo | Mid-American | 8 | 259 | 1,308 | 15 | 41 | 340 | 1,648 |
Model readout
Probability, context, and base score
XGBoost Prob
19%
ML model output
Context Prob
19%
Rule-based model
Suppression Signals
0
Depth chart context
SHAP Base
0.268
Average prediction
Top Positive Factors
0.00 ypg per lb — average size-adjusted production+0.360
36 career TDs — prolific scoring production+0.188
Short shuttle not recorded at combine+0.175
Top Negative Factors
No combine speed data — model penalizes missing athleticism-0.483
Rb rush yards per attempt-0.337
Rb scrimmage yards per touch-0.324