🏒 Welcome to playerWON.ca
Free NHL predictions and win probabilities for today’s games, powered by machine-learning models.
🏒 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 18, 2026
—
Your Pick
—
Your Pick
—
Your Pick
—
Your Pick
—
Your Pick
—
Your Pick
| Time (CST) | Matchup | Your Pick | Make a Pick |
|---|---|---|---|
| 6:00 PM |
View matchup →
|
— | Login to pick |
| 6:00 PM |
View matchup →
|
— | Login to pick |
| 6:30 PM |
View matchup →
|
— | Login to pick |
| 8:30 PM |
View matchup →
|
— | Login to pick |
| 8:30 PM |
View matchup →
|
— | Login to pick |
| 9:00 PM |
View matchup →
|
— | Login to pick |
📊 Pre-Game Model Performance
58.4%
Accuracy
211
Correct Picks
361
Games Evaluated
Powered by XGBoost • Updated nightly • 01/12/2026 to present
🏒 Player Model Performance
648
Players Evaluated
0.064
MAE (G/Game)
0.097
MAE (A/Game)
Pre-season player predictions • Updated nightly • 2025–26 season