Predicting the Pros
Predictions/Travis Benjamin
Travis Benjamin

Player breakdown

Travis Benjamin

Miami (FL) · 2012 Draft Class

5-10172 lbs4th round, 100th overallAge at Draft: 22Age: ~36
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

18%

YearTeamGGSTgtRecYdsY/RTDY/G
2012CLE143371829816.6221.3
2013CLE8313510521013.1
2014CLE160461831417.4319.6
2015CLE16151256896614.2560.4
2016SDG148754767714.4448.4
2017LAC163623456716.7435.4
2018LAC123241218615.5115.5
2019LAC5216630506
2021SFO100500000
Career111374032083,14315.11928.3
SeasonTeamConfGRecYdsTDYPRYPG
2008Miami (FL)ACC1218293316.324.4
2009Miami (FL)ACC1329501417.338.5
2010Miami (FL)ACC1343743317.357.2
2011Miami (FL)ACC1141609314.955.4
Career491312,1461316.443.8

Model readout

Probability, context, and base score

XGBoost Prob

12%

ML model output

Context Prob

49%

Rule-based model

Suppression Signals

2

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

Program WR pipeline: 17% NFL 1000-yard conversion rate+1.172
Recruit dominator synergy+0.290
Class YPR rank: top 22% — strong per-target efficiency+0.217

Top Negative Factors

-8.4 ypg vs. draft class average — below class average-0.770
0.27 TDs/game — limited scoring role in college-0.489
Accounted for 1.68 yards per team pass attempt — featured receiver share-0.441

SHAP Feature Impact (Top 20)