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 ⇅ |
|---|---|---|---|
| Utah (10-21) @ Cincinnati (17-14) | Cincinnati (85.2%) | 03:00 PM | 20 |
|
03:00 PM
Utah @ Cincinnati
10-21 vs 17-14
Utah 14.8%
Cincinnati 85.2%
Model Pick
Cincinnati
85.2%
Pick Spread
Cincinnati -12.5
Home ML
-700
Away ML
+475
EDGE (VIG ADJ)
+1.8%
MODEL PROB
85.2%
VEGAS TRUE
83.4%
VEGAS JUICED
87.5%
XGB
XGB PREDICTED SCORE
Utah
67
vs
Cincinnati
71
Total
138.6
Margin
+4.0
Spread
DOG COVERS @74%
Diff
-8.5
Vegas O/U
BET OVER 137.8 @53%
|
|||
| NJIT (16-16) @ Vermont (21-11) | Vermont (79.0%) | 07:00 PM | 21 |
|
07:00 PM
NJIT @ Vermont
16-16 vs 21-11
NJIT 21.0%
Vermont 79.0%
Model Pick
Vermont
79.0%
Pick Spread
Vermont -11.0
Home ML
-950
Away ML
+600
EDGE (VIG ADJ)
-7.4%
MODEL PROB
79.0%
VEGAS TRUE
86.4%
VEGAS JUICED
90.5%
XGB
XGB PREDICTED SCORE
NJIT
64
vs
Vermont
65
Total
128.6
Margin
+1.6
Spread
DOG COVERS @77%
Diff
-9.4
Vegas O/U
BET UNDER 135.2 @70%
|
|||
| Kansas State (12-19) @ BYU (21-10) | BYU (78.1%) | 07:00 PM | 27 |
|
07:00 PM
Kansas State @ BYU
12-19 vs 21-10
Kansas State 21.9%
BYU 78.1%
Model Pick
BYU
78.1%
Pick Spread
BYU -11.0
Home ML
-550
Away ML
+390
EDGE (VIG ADJ)
-2.5%
MODEL PROB
78.1%
VEGAS TRUE
80.6%
VEGAS JUICED
84.6%
XGB
XGB PREDICTED SCORE
Kansas State
73
vs
BYU
81
Total
154.3
Margin
+8.3
Spread
DOG COVERS @57%
Diff
-2.4
Vegas O/U
BET UNDER 168.0 @85%
|
|||
| Mercyhurst (17-16) @ Long Island University (23-10) | Long Island University (69.6%) | 07:00 PM | 30 |
|
07:00 PM
Mercyhurst @ Long Island University
17-16 vs 23-10
Mercyhurst 30.4%
Long Island University 69.6%
Model Pick
Long Island University
69.6%
Pick Spread
Long Island University -5.5
Home ML
-290
Away ML
+240
EDGE (VIG ADJ)
-2.1%
MODEL PROB
69.6%
VEGAS TRUE
71.7%
VEGAS JUICED
74.4%
XGB
XGB PREDICTED SCORE
Mercyhurst
68
vs
Long Island University
64
Total
131.7
Margin
-3.3
Spread
DOG COVERS @75%
Diff
+8.8
Vegas O/U
BET UNDER 134.8 @59%
|
|||
| Syracuse (15-16) @ SMU (19-12) | SMU (65.7%) | 04:30 PM | 39 |
|
04:30 PM
Syracuse @ SMU
15-16 vs 19-12
Syracuse 34.3%
SMU 65.7%
Model Pick
SMU
65.7%
Pick Spread
SMU -4.5
Home ML
-220
Away ML
+180
EDGE (VIG ADJ)
-0.1%
MODEL PROB
65.7%
VEGAS TRUE
65.8%
VEGAS JUICED
68.8%
XGB
XGB PREDICTED SCORE
Syracuse
72
vs
SMU
75
Total
146.9
Margin
+2.7
Spread
DOG COVERS @56%
Diff
-1.8
Vegas O/U
BET UNDER 154.5 @72%
|
|||
| Pittsburgh (12-19) @ Stanford (20-11) | Stanford (65.4%) | 02:00 PM | 40 |
|
02:00 PM
Pittsburgh @ Stanford
12-19 vs 20-11
Pittsburgh 34.6%
Stanford 65.4%
Model Pick
Stanford
65.4%
Pick Spread
Stanford -5.0
Home ML
-220
Away ML
+180
EDGE (VIG ADJ)
-0.5%
MODEL PROB
65.4%
VEGAS TRUE
65.8%
VEGAS JUICED
68.8%
XGB
XGB PREDICTED SCORE
Pittsburgh
70
vs
Stanford
67
Total
136.7
Margin
-2.3
Spread
DOG COVERS @71%
Diff
+7.0
Vegas O/U
BET OVER 136.5 @51%
|
|||
| Penn State (12-19) @ Northwestern (13-18) | Northwestern (62.6%) | 07:30 PM | 42 |
|
07:30 PM
SIGNAL CONFLICT Penn State @ Northwestern
12-19 vs 13-18
Penn State 37.4%
Northwestern 62.6%
Model Pick
Northwestern
62.6%
Pick Spread
Northwestern -6.0
Home ML
-270
Away ML
+220
EDGE (VIG ADJ)
-7.5%
MODEL PROB
62.6%
VEGAS TRUE
70.0%
VEGAS JUICED
73.0%
XGB
XGB PREDICTED SCORE
Penn State
70
vs
Northwestern
68
Total
138.4
Margin
-1.4
Spread
DOG COVERS @71%
Diff
+7.2
Vegas O/U
BET UNDER 143.8 @66%
|
|||
| UMass Lowell (15-17) @ UMBC (22-8) | UMBC (61.3%) | 06:00 PM | 49 |
|
06:00 PM
SIGNAL CONFLICT UMass Lowell @ UMBC
15-17 vs 22-8
UMass Lowell 38.7%
UMBC 61.3%
Model Pick
UMBC
61.3%
Pick Spread
UMBC -6.5
Home ML
N/A
Away ML
N/A
XGB
XGB PREDICTED SCORE
UMass Lowell
69
vs
UMBC
67
Total
135.8
Margin
-2.0
Spread
DOG COVERS @74%
Diff
+8.5
Vegas O/U
BET UNDER 147.5 @82%
|
|||
| Siena (22-11) @ Merrimack (23-10) | Merrimack (59.3%) | 09:00 PM | 66 |
|
09:00 PM
CLOSE Siena @ Merrimack
22-11 vs 23-10
Siena 40.7%
Merrimack 59.3%
Model Pick
Merrimack
59.3%
Pick Spread
Merrimack -3.0
Home ML
-157
Away ML
+132
EDGE (VIG ADJ)
+0.5%
MODEL PROB
59.3%
VEGAS TRUE
58.7%
VEGAS JUICED
61.2%
XGB
XGB PREDICTED SCORE
Siena
68
vs
Merrimack
62
Total
129.4
Margin
-5.6
Spread
DOG COVERS @75%
Diff
+8.8
Vegas O/U
BET OVER 125.8 @61%
|
|||
| Maryland (11-20) @ Oregon (12-19) | Oregon (57.6%) | 05:00 PM | 47 |
|
05:00 PM
SIGNAL CONFLICT Maryland @ Oregon
11-20 vs 12-19
Maryland 42.4%
Oregon 57.6%
Model Pick
Oregon
57.6%
Pick Spread
Oregon -4.0
Home ML
-165
Away ML
+140
EDGE (VIG ADJ)
-2.3%
MODEL PROB
57.6%
VEGAS TRUE
59.9%
VEGAS JUICED
62.3%
XGB
XGB PREDICTED SCORE
Maryland
69
vs
Oregon
66
Total
134.3
Margin
-2.9
Spread
DOG COVERS @71%
Diff
+7.2
Vegas O/U
BET UNDER 138.5 @63%
|
|||
| Oklahoma State (18-13) @ Colorado (17-14) | Colorado (54.9%) | 09:30 PM | 50 |
|
09:30 PM
CLOSESIGNAL CONFLICT Oklahoma State @ Colorado
18-13 vs 17-14
Oklahoma State 45.1%
Colorado 54.9%
Model Pick
Colorado
54.9%
Pick Spread
Colorado -2.0
Home ML
-130
Away ML
+110
EDGE (VIG ADJ)
+0.6%
MODEL PROB
54.9%
VEGAS TRUE
54.3%
VEGAS JUICED
56.5%
XGB
XGB PREDICTED SCORE
Oklahoma State
77
vs
Colorado
72
Total
149.1
Margin
-4.5
Spread
DOG COVERS @68%
Diff
+6.2
Vegas O/U
BET UNDER 164.5 @88%
|
|||
| Wake Forest (16-15) @ Virginia Tech (19-12) | Virginia Tech (54.8%) | 07:00 PM | 50 |
|
07:00 PM
CLOSESIGNAL CONFLICT Wake Forest @ Virginia Tech
16-15 vs 19-12
Wake Forest 45.2%
Virginia Tech 54.8%
Model Pick
Virginia Tech
54.8%
Pick Spread
Virginia Tech -2.5
Home ML
-145
Away ML
+125
EDGE (VIG ADJ)
-2.3%
MODEL PROB
54.8%
VEGAS TRUE
57.1%
VEGAS JUICED
59.2%
XGB
XGB PREDICTED SCORE
Wake Forest
72
vs
Virginia Tech
70
Total
142.6
Margin
-1.8
Spread
DOG COVERS @63%
Diff
+4.3
Vegas O/U
BET UNDER 151.8 @76%
|
|||
| Missouri State (14-17) @ Florida International (15-16) | Florida International (53.1%) | 06:30 PM | 52 |
|
06:30 PM
CLOSESIGNAL CONFLICT Missouri State @ Florida International
14-17 vs 15-16
Missouri State 46.9%
Florida International 53.1%
Model Pick
Florida International
53.1%
Pick Spread
Florida International -1.0
Home ML
-115
Away ML
-105
EDGE (VIG ADJ)
+2.0%
MODEL PROB
53.1%
VEGAS TRUE
51.1%
VEGAS JUICED
53.5%
XGB
XGB PREDICTED SCORE
Missouri State
72
vs
Florida International
67
Total
139.7
Margin
-5.1
Spread
DOG COVERS @69%
Diff
+6.4
Vegas O/U
BET UNDER 152.8 @84%
|
|||
| New Mexico State (15-15) @ Jacksonville State (15-16) | Jacksonville State (53.1%) DOG | 09:00 PM | 52 |
|
09:00 PM
+5.3% EDGECLOSEUNDERDOG New Mexico State @ Jacksonville State
15-15 vs 15-16
New Mexico State 46.9%
Jacksonville State 53.1%
Model Pick
Jacksonville State
53.1%
Pick Spread
Jacksonville State +1.0
Home ML
+100
Away ML
-120
EDGE (VIG ADJ)
+5.3%
MODEL PROB
53.1%
VEGAS TRUE
47.8%
VEGAS JUICED
50.0%
XGB
XGB PREDICTED SCORE
New Mexico State
70
vs
Jacksonville State
68
Total
137.5
Margin
-2.1
Spread
FAV COVERS @53%
Diff
+0.8
Vegas O/U
BET UNDER 141.5 @62%
|
|||
| Baylor (16-15) @ Arizona State (16-15) | Baylor (52.6%) | 12:30 PM | 52 |
|
12:30 PM
Baylor @ Arizona State
16-15 vs 16-15
Baylor 52.6%
Arizona State 47.4%
Model Pick
Baylor
52.6%
Pick Spread
Baylor -5.0
Home ML
+145
Away ML
-170
EDGE (VIG ADJ)
-8.1%
MODEL PROB
52.6%
VEGAS TRUE
60.7%
VEGAS JUICED
63.0%
XGB
XGB PREDICTED SCORE
Baylor
71
vs
Arizona State
73
Total
143.8
Margin
+2.4
Spread
DOG COVERS @72%
Diff
+7.4
Vegas O/U
BET UNDER 152.5 @75%
|
|||
TIERED RECOMMENDATION SYSTEM
⭐ PREMIUM: 80%+ conf, 5+ edge (88.5% win, 69.1% ROI) •
✓ GOOD: 75%+ conf, 7+ edge (82.7% win, 57.9% ROI)
Based on 4,181 game analysis • Updated Feb 9, 2026
| Game | Prediction | Time (ET) | Hype Level |
|---|
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| New Mexico State (15-15) @ Jacksonville State (15-16) | Jacksonville State (53.1%) | 09:00 PM | 52 |
|
09:00 PM+5.3% EDGE
New Mexico State @ Jacksonville State
15-15 vs 15-16
New Mexico State 46.9%
Jacksonville State 53.1%
Model Pick
Jacksonville State
53.1%
Pick Spread
+1.0
Home ML
+100
Away ML
-120
EDGE (VIG ADJ)
+5.3%
MODEL PROB
53.1%
VEGAS TRUE
47.8%
VEGAS JUICED
50.0%
XGB
XGB PREDICTED SCORE
New Mexico State
70
vs
Jacksonville State
68
Total
137.5
Margin
-2.1
Spread
FAV COVERS @53%
Diff
+0.8
Vegas O/U
BET UNDER 141.5 @62%
|
|||
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| Siena (22-11) @ Merrimack (23-10) | Merrimack (59.3%) | 09:00 PM | 66 |
|
09:00 PMCLOSE
Siena @ Merrimack
22-11 vs 23-10
Siena 40.7%
Merrimack 59.3%
Model Pick
Merrimack
59.3%
Pick Spread
Merrimack -3.0
Home ML
-157
Away ML
+132
EDGE (VIG ADJ)
+0.5%
MODEL PROB
59.3%
VEGAS TRUE
58.7%
VEGAS JUICED
61.2%
XGB
XGB PREDICTED SCORE
Siena
68
vs
Merrimack
62
Total
129.4
Margin
-5.6
Spread
DOG COVERS @75%
Diff
+8.8
Vegas O/U
BET OVER 125.8 @61%
|
|||
| Oklahoma State (18-13) @ Colorado (17-14) | Colorado (54.9%) | 09:30 PM | 50 |
|
09:30 PMCLOSESIGNAL CONFLICT
Oklahoma State @ Colorado
18-13 vs 17-14
Oklahoma State 45.1%
Colorado 54.9%
Model Pick
Colorado
54.9%
Pick Spread
Colorado -2.0
Home ML
-130
Away ML
+110
EDGE (VIG ADJ)
+0.6%
MODEL PROB
54.9%
VEGAS TRUE
54.3%
VEGAS JUICED
56.5%
XGB
XGB PREDICTED SCORE
Oklahoma State
77
vs
Colorado
72
Total
149.1
Margin
-4.5
Spread
DOG COVERS @68%
Diff
+6.2
Vegas O/U
BET UNDER 164.5 @88%
|
|||
| Wake Forest (16-15) @ Virginia Tech (19-12) | Virginia Tech (54.8%) | 07:00 PM | 50 |
|
07:00 PMCLOSESIGNAL CONFLICT
Wake Forest @ Virginia Tech
16-15 vs 19-12
Wake Forest 45.2%
Virginia Tech 54.8%
Model Pick
Virginia Tech
54.8%
Pick Spread
Virginia Tech -2.5
Home ML
-145
Away ML
+125
EDGE (VIG ADJ)
-2.3%
MODEL PROB
54.8%
VEGAS TRUE
57.1%
VEGAS JUICED
59.2%
XGB
XGB PREDICTED SCORE
Wake Forest
72
vs
Virginia Tech
70
Total
142.6
Margin
-1.8
Spread
DOG COVERS @63%
Diff
+4.3
Vegas O/U
BET UNDER 151.8 @76%
|
|||
| Missouri State (14-17) @ Florida International (15-16) | Florida International (53.1%) | 06:30 PM | 52 |
|
06:30 PMCLOSESIGNAL CONFLICT
Missouri State @ Florida International
14-17 vs 15-16
Missouri State 46.9%
Florida International 53.1%
Model Pick
Florida International
53.1%
Pick Spread
Florida International -1.0
Home ML
-115
Away ML
-105
EDGE (VIG ADJ)
+2.0%
MODEL PROB
53.1%
VEGAS TRUE
51.1%
VEGAS JUICED
53.5%
XGB
XGB PREDICTED SCORE
Missouri State
72
vs
Florida International
67
Total
139.7
Margin
-5.1
Spread
DOG COVERS @69%
Diff
+6.4
Vegas O/U
BET UNDER 152.8 @84%
|
|||
| New Mexico State (15-15) @ Jacksonville State (15-16) | Jacksonville State (53.1%) DOG | 09:00 PM | 52 |
|
09:00 PMCLOSE
New Mexico State @ Jacksonville State
15-15 vs 15-16
New Mexico State 46.9%
Jacksonville State 53.1%
Model Pick
Jacksonville State
53.1%
Pick Spread
Jacksonville State +1.0
Home ML
+100
Away ML
-120
EDGE (VIG ADJ)
+5.3%
MODEL PROB
53.1%
VEGAS TRUE
47.8%
VEGAS JUICED
50.0%
XGB
XGB PREDICTED SCORE
New Mexico State
70
vs
Jacksonville State
68
Total
137.5
Margin
-2.1
Spread
FAV COVERS @53%
Diff
+0.8
Vegas O/U
BET UNDER 141.5 @62%
|
|||
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| New Mexico State (15-15) @ Jacksonville State (15-16) | Jacksonville State (53.1%) DOG | +5.3% | 09:00 PM | 52 |
|
09:00 PMUNDERDOG ML
New Mexico State @ Jacksonville State
15-15 vs 15-16
New Mexico State 46.9%
Jacksonville State 53.1%
Model Pick
Jacksonville State
53.1%
Pick Spread
Jacksonville State +1.0
Home ML
+100
Away ML
-120
EDGE (VIG ADJ)
+5.3%
MODEL PROB
53.1%
VEGAS TRUE
47.8%
VEGAS JUICED
50.0%
XGB
XGB PREDICTED SCORE
New Mexico State
70
vs
Jacksonville State
68
Total
137.5
Margin
-2.1
Spread
FAV COVERS @53%
Diff
+0.8
Vegas O/U
BET UNDER 141.5 @62%
|
||||
| Game | Pick | Confidence | Moneyline | Expected Value | Time (ET) |
|---|---|---|---|---|---|
| NJIT @ Vermont | NJIT DOG | 21.0% | +600 | ⭐⭐⭐ +47.3% | 07:00 PM |
| Penn State @ Northwestern | Penn State DOG | 37.4% | +220 | ⭐⭐ +19.8% | 07:30 PM |
| Arizona State vs Baylor | Arizona State DOG | 47.4% | +145 | ⭐⭐ +16.1% | 12:30 PM |
| Game | Prediction | Time (ET) | Hype Level |
|---|
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| New Mexico State (15-15) @ Jacksonville State (15-16) | Jacksonville State (53.1%) | +5.3% | 09:00 PM | 52 |
|
09:00 PM+5.3% EDGE
New Mexico State @ Jacksonville State
15-15 vs 15-16
New Mexico State 46.9%
Jacksonville State 53.1%
Model Pick
Jacksonville State
53.1%
Pick Spread
+1.0
Home ML
+100
Away ML
-120
EDGE (VIG ADJ)
+5.3%
MODEL PROB
53.1%
VEGAS TRUE
47.8%
VEGAS JUICED
50.0%
XGB
XGB PREDICTED SCORE
New Mexico State
70
vs
Jacksonville State
68
Total
137.5
Margin
-2.1
Spread
FAV COVERS @53%
Diff
+0.8
Vegas O/U
BET UNDER 141.5 @62%
|
||||
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|