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 ⇅ |
|---|---|---|---|
| South Alabama (21-11) @ Auburn (17-16) | Auburn (80.8%) | 10:00 PM | 19 |
| Wyoming (18-14) @ Wichita State (22-11) | Wichita State (78.6%) | 07:00 PM | 21 |
| Stephen F. Austin (28-5) @ Tulsa (26-7) | Tulsa (78.5%) | 09:00 PM | 42 |
| UNC Wilmington (26-6) @ Yale (24-6) | Yale (78.1%) | 07:00 PM | 42 |
| UNLV (17-16) @ UC Irvine (23-11) | UC Irvine (77.2%) | 11:00 PM | 23 |
| Davidson (20-13) @ Oklahoma State (19-14) | Oklahoma State (69.8%) | 08:00 PM | 30 |
| NC State (20-13) @ Texas (18-14) | Texas (62.8%) | 09:15 PM | 42 |
| Liberty (25-7) @ George Mason (23-9) | George Mason (60.2%) | 06:00 PM | 60 |
| St. Thomas-Minnesota (24-9) @ Seattle U (20-13) | Seattle U (59.4%) | 10:00 PM | 61 |
| Howard (23-10) @ UMBC (24-8) | UMBC (50.6%) DOG | 06:40 PM | 74 |
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 |
|---|---|---|---|
| South Alabama (21-11) @ Auburn (17-16) | Auburn (80.8%) | 10:00 PM | 19 |
| Wyoming (18-14) @ Wichita State (22-11) | Wichita State (78.6%) | 07:00 PM | 21 |
| Stephen F. Austin (28-5) @ Tulsa (26-7) | Tulsa (78.5%) | 09:00 PM | 42 |
| UNC Wilmington (26-6) @ Yale (24-6) | Yale (78.1%) | 07:00 PM | 42 |
| UNLV (17-16) @ UC Irvine (23-11) | UC Irvine (77.2%) | 11:00 PM | 23 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| NC State (20-13) @ Texas (18-14) | Texas (62.8%) | 09:15 PM | 42 |
| Game | Prediction | Time (ET) | Hype Level |
|---|---|---|---|
| UNLV (17-16) @ UC Irvine (23-11) | UC Irvine (77.2%) | 11:00 PM | 23 |
| NC State (20-13) @ Texas (18-14) | Texas (62.8%) | 09:15 PM | 42 |
| Liberty (25-7) @ George Mason (23-9) | George Mason (60.2%) | 06:00 PM | 60 |
| St. Thomas-Minnesota (24-9) @ Seattle U (20-13) | Seattle U (59.4%) | 10:00 PM | 61 |
| Howard (23-10) @ UMBC (24-8) | UMBC (50.6%) DOG | 06:40 PM | 74 |
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| Howard (23-10) @ UMBC (24-8) | UMBC (50.6%) DOG | +2.8% | 06:40 PM | 74 |
| Game | Pick | Confidence | Moneyline | Expected Value | Time (ET) |
|---|---|---|---|---|---|
| Texas vs NC State | Texas FAV | 62.8% | -105 | ⭐⭐⭐ +22.5% | 09:15 PM |
| Liberty @ George Mason | Liberty DOG | 39.8% | +195 | ⭐⭐ +17.3% | 06:00 PM |
| UMBC vs Howard | UMBC DOG | 50.6% | +100 | ⭐ +1.2% | 06:40 PM |
| Game | Prediction | Time (ET) | Hype Level |
|---|
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| NC State (20-13) @ Texas (18-14) | Texas (62.8%) | +13.8% | 09:15 PM | 42 |
| Game | Prediction | Edge | Time (ET) | Hype Level |
|---|---|---|---|---|
| NC State (20-13) @ Texas (18-14) | Texas (62.8%) | +13.8% | 09:15 PM | 42 |