๐ Welcome to playerWON.ca
Free NHL predictions and win probabilities for todayโs games, powered by machine-learning models.
๐ NHL: Upcoming Games
Click any matchup below to see team comparisons, key stats, and model insights, or click a team name/logo to view team pages.
Games scheduled for March 19, 2026
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| Time (CST) | Matchup | Your Pick | Make a Pick |
|---|---|---|---|
| 6:00 PM |
View matchup โ
|
โ | Login to pick |
| 6:00 PM |
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|
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| 6:00 PM |
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| 6:00 PM |
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|
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| 7:00 PM |
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|
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| 7:00 PM |
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|
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| 8:00 PM |
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| 9:00 PM |
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| 9:00 PM |
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| 9:00 PM |
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| 9:30 PM |
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โ | Login to pick |
๐ Pre-Game Model Performance
58.4%
Accuracy
211
Correct Picks
361
Games Evaluated
Powered by XGBoost โข Updated nightly โข 01/12/2026 to present
๐ Player Model Performance
648
Players Evaluated
0.064
MAE (G/Game)
0.097
MAE (A/Game)
Pre-season player predictions โข Updated nightly โข 2025โ26 season