Breaking Vegas - Daily Predictions | Monday, January 05, 2026

Model Information

XGBoost Win/Loss Model: 144 features, trained on ~25,500 games (2022-2026 transfer portal era, 1.5x recency weighting)
XGBoost Points Model: 143 features, trained on ~39,700 samples (2023-2026 current scoring era, 8.0x weighting on 2026 games)
Walk-Forward Validated Accuracy: 75.6% (77.8% excluding COVID 2021 season)
Points Model Performance: MAE 6.10, R² 0.671 (improved with aggressive current-year weighting)
Prediction Features: Uses 2026 season rolling stats (current team performance, updated daily)
Confidence Penalties: 15% neutral site reduction, 10% underdog reduction (ML strategies)

📅 All Games Today

Game	Prediction ⇅	Time (ET) ⇅	Hype Level ⇅
Oregon (8-6) @ Rutgers (7-7)	Oregon (71.6%)	07:00 PM	28
07:00 PM +3.2% EDGE Oregon @ Rutgers 8-6 vs 7-7 Oregon 71.6% Rutgers 28.4% Model Pick Oregon 71.6% Pick Spread Oregon -6.0 Home ML +205 Away ML -245 EDGE (VIG ADJ) +3.2% MODEL PROB 71.6% VEGAS TRUE 68.4% VEGAS JUICED 71.0% XGB XGB PREDICTED SCORE Oregon 72 vs Rutgers 71 Total 142.6 Margin -1.4 Spread DOG COVERS @63% Diff -4.4 Vegas O/U BET OVER 141.8 @53%
Prairie View A&M (5-9) @ Southern (5-9)	Southern (67.1%)	07:00 PM	33
07:00 PM SIGNAL CONFLICT Prairie View A&M @ Southern 5-9 vs 5-9 Prairie View A&M 32.9% Southern 67.1% Model Pick Southern 67.1% Pick Spread Southern -8.0 Home ML -370 Away ML +285 EDGE (VIG ADJ) -8.1% MODEL PROB 67.1% VEGAS TRUE 75.2% VEGAS JUICED 78.7% XGB XGB PREDICTED SCORE Prairie View A&M 75 vs Southern 82 Total 156.9 Margin +6.7 Spread DOG COVERS @55% Diff -1.6 Vegas O/U BET UNDER 162.5 @67%
Columbia (11-3) @ Cornell (7-6)	Cornell (60.2%)	05:00 PM	50
05:00 PM CLOSESIGNAL CONFLICT Columbia @ Cornell 11-3 vs 7-6 Columbia 39.8% Cornell 60.2% Model Pick Cornell 60.2% Pick Spread Cornell -2.5 Home ML -125 Away ML N/A XGB XGB PREDICTED SCORE Columbia 80 vs Cornell 89 Total 169.6 Margin +9.2 Spread FAV COVERS @70% Diff +6.7 Vegas O/U BET UNDER 171.5 @56%
Nebraska #13 (14-0) @ Ohio State (10-3)	Ohio State (59.9%)	06:30 PM	75
06:30 PM CLOSESIGNAL CONFLICT Nebraska #13 @ Ohio State 14-0 vs 10-3 Nebraska 40.1% Ohio State 59.9% Model Pick Ohio State 59.9% Pick Spread Ohio State -2.5 Home ML -130 Away ML N/A XGB XGB PREDICTED SCORE Nebraska 63 vs Ohio State 74 Total 137.2 Margin +10.8 Spread FAV COVERS @74% Diff +8.3 Vegas O/U BET UNDER 156.0 @93%
Utah State (12-1) @ Boise State (9-5)	Utah State (59.7%)	12:00 AM	60
12:00 AM UNDERDOG Utah State @ Boise State 12-1 vs 9-5 Utah State 59.7% Boise State 40.3% Model Pick Utah State 59.7% Pick Spread N/A Home ML N/A Away ML N/A XGB XGB PREDICTED SCORE Utah State 79 vs Boise State 70 Total 148.9 Margin -9.3
Alabama State (4-10) @ Arkansas-Pine Bluff (4-10)	Alabama State (51.2%) DOG	06:30 PM	49
06:30 PM CLOSEUNDERDOG Alabama State @ Arkansas-Pine Bluff 4-10 vs 4-10 Alabama State 51.2% Arkansas-Pine Bluff 48.8% Model Pick Alabama State 51.2% Pick Spread Alabama State +1.0 Home ML N/A Away ML N/A XGB XGB PREDICTED SCORE Alabama State 88 vs Arkansas-Pine Bluff 80 Total 167.6 Margin -8.0 Spread DOG COVERS @76% Diff +9.2 Vegas O/U BET OVER 160.2 @71%

RECOMMENDED PICKS CRITERIA

Edge ≥ 4.0 pts • Spread ≤ 12 pts • Confidence ≥ 65%

Game	Prediction	Time (ET)	Hype Level

Game	Prediction	Time (ET)	Hype Level
Oregon (8-6) @ Rutgers (7-7)	Oregon (71.6%)	07:00 PM	28
07:00 PM+3.2% EDGE Oregon @ Rutgers 8-6 vs 7-7 Oregon 71.6% Rutgers 28.4% Model Pick Oregon 71.6% Pick Spread +6.0 Home ML +205 Away ML -245 EDGE (VIG ADJ) +3.2% MODEL PROB 71.6% VEGAS TRUE 68.4% VEGAS JUICED 71.0% XGB XGB PREDICTED SCORE Oregon 72 vs Rutgers 71 Total 142.6 Margin -1.4 Spread DOG COVERS @63% Diff -4.4 Vegas O/U BET OVER 141.8 @53%

Game	Prediction	Time (ET)	Hype Level
Columbia (11-3) @ Cornell (7-6)	Cornell (60.2%)	05:00 PM	50
05:00 PMCLOSESIGNAL CONFLICT Columbia @ Cornell 11-3 vs 7-6 Columbia 39.8% Cornell 60.2% Model Pick Cornell 60.2% Pick Spread Cornell -2.5 Home ML -125 Away ML N/A XGB XGB PREDICTED SCORE Columbia 80 vs Cornell 89 Total 169.6 Margin +9.2 Spread FAV COVERS @70% Diff +6.7 Vegas O/U BET UNDER 171.5 @56%
Nebraska #13 (14-0) @ Ohio State (10-3)	Ohio State (59.9%)	06:30 PM	75
06:30 PMCLOSESIGNAL CONFLICT Nebraska #13 @ Ohio State 14-0 vs 10-3 Nebraska 40.1% Ohio State 59.9% Model Pick Ohio State 59.9% Pick Spread Ohio State -2.5 Home ML -130 Away ML N/A XGB XGB PREDICTED SCORE Nebraska 63 vs Ohio State 74 Total 137.2 Margin +10.8 Spread FAV COVERS @74% Diff +8.3 Vegas O/U BET UNDER 156.0 @93%
Alabama State (4-10) @ Arkansas-Pine Bluff (4-10)	Alabama State (51.2%) DOG	06:30 PM	49
06:30 PMCLOSE Alabama State @ Arkansas-Pine Bluff 4-10 vs 4-10 Alabama State 51.2% Arkansas-Pine Bluff 48.8% Model Pick Alabama State 51.2% Pick Spread Alabama State +1.0 Home ML N/A Away ML N/A XGB XGB PREDICTED SCORE Alabama State 88 vs Arkansas-Pine Bluff 80 Total 167.6 Margin -8.0 Spread DOG COVERS @76% Diff +9.2 Vegas O/U BET OVER 160.2 @71%

Game	Prediction	Edge	Time (ET)	Hype Level

Game	Pick	Confidence	Moneyline	Expected Value	Time (ET)
Prairie View A&M @ Southern	Prairie View A&M DOG	32.9%	+285	⭐⭐⭐ +26.8%	07:00 PM
Oregon @ Rutgers	Oregon FAV	71.6%	-245	⭐ +0.8%	07:00 PM

Game	Prediction	Time (ET)	Hype Level

Game	Prediction	Edge	Time (ET)	Hype Level

Game	Prediction	Edge	Time (ET)	Hype Level

Model Information

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Model Explainability (SHAP Analysis)

XGBoost Win/Loss Model