Predicting the Pros
Predictions/Ta'Quan Roberson
Ta'Quan Roberson

Player breakdown

Ta'Quan Roberson

Buffalo · 2026 Draft Class

Undrafted / UpcomingAge: ~19
Medium
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

54%

SeasonTeamConfGCmpAttPass YdsPass TDINTRush YdsRush TDTotal TD
2025BuffaloMid-American112003402,37985258210

Model readout

Probability, context, and base score

XGBoost Prob

54%

ML model output

Context Prob

54%

Rule-based model

Suppression Signals

0

Depth chart context

SHAP Base

0.484

Average prediction

Top Positive Factors

Strong ascending production slope (+1189 yards/yr) — still improving at draft time+0.349
2,379 career receiving yards — strong volume+0.281
No height-adjusted speed data — missing combine measurement+0.269

Top Negative Factors

Physical upside: 0.00 — average athletic ceiling-0.562
Improvement accelerating (+2379.0) — getting better faster each year-0.390
216.3 career ypg — elite WR1 college production-0.325

SHAP Feature Impact (Top 20)