WP Hockey Predictor - Analysis Dashboard
Backtesting 4421 NHL games across 4 seasons
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This analytics dataset combines historical backtest simulations with live published-pick records after April 11, 2026. Its season totals are not the official published-pick record. The reconciled 2025–26 regular-season record and 2026 playoff record, including coverage and exclusions, are disclosed below and on the Track Record page. View recorded Picks results.

Pick Performance

Pick-type win rates, goalscorer track record, and the model's strongest plays.

ML Win Rate
58.8%
2067W - 1448L (3515)
+1.5 Win Rate
71.9%
588W - 230L (818)
-1.5 Win Rate
57.6%
49W - 36L (85)
-2.5 Win Rate
0.0%
0W - 3L (3)
Win Rate by Pick Type
Pick Type Distribution
Win Rate by Confidence Tier
Over/Under Performance
O/U Record 268W-253L
O/U Win Rate 51.4%
Total O/U Picks 521
O/U by Line Range
Over vs Under
Anytime Goalscorer Tracker
Predictions 1356
Goals Scored 411
Hit Rate 30.3%
Goalscorer Leaderboard
Nathan MacKinnon 23 goals (47x picked, 48.9%)
Jason Robertson 15 goals (29x picked, 51.7%)
Kirill Kaprizov 15 goals (32x picked, 46.9%)
Macklin Celebrini 14 goals (33x picked, 42.4%)
Connor McDavid 13 goals (28x picked, 46.4%)
Tage Thompson 13 goals (35x picked, 37.1%)
Kyle Connor 12 goals (20x picked, 60.0%)
Jack Hughes 12 goals (30x picked, 40.0%)
Dark Horse (Value Play) Tracker
Predictions 1108
Goals Scored 272
Hit Rate 24.5%
Dark Horse Leaderboard
Martin Necas 8 goals (22x picked, 36.4%)
Jack Roslovic 7 goals (25x picked, 28.0%)
Cole Caufield 6 goals (7x picked, 85.7%)
Juraj Slafkovský 6 goals (21x picked, 28.6%)
Nick Suzuki 5 goals (9x picked, 55.6%)
Pavel Dorofeyev 5 goals (9x picked, 55.6%)
John Tavares 5 goals (10x picked, 50.0%)
Nick Schmaltz 5 goals (10x picked, 50.0%)
Recent 50 Picks
Date Matchup Pick Tier Score Result
2026-11-09 Rangers @ Oilers Rangers +1.5 Slight Lean 1-3 LOSS
2026-11-09 Flyers @ Canucks Flyers moneyline Confident 3-1 WIN
2026-11-09 Islanders @ Sharks Islanders moneyline Confident 2-3 LOSS
2026-11-08 Panthers @ Bruins Panthers +1.5 Slight Lean 1-4 LOSS
2026-11-08 Golden Knights @ Sabres Sabres +1.5 Slight Lean 4-1 LOSS
2026-11-08 Devils @ Maple Leafs Devils moneyline Confident 4-0 WIN
2026-11-08 Flyers @ Flames Flames +1.5 Slight Lean 3-4 WIN
2026-11-08 Lightning @ Jets Lightning moneyline Confident 3-4 LOSS
2026-11-08 Penguins @ Ducks Penguins +1.5 Slight Lean 2-5 LOSS
2026-11-07 Panthers @ Capitals Panthers moneyline Confident 3-4 LOSS
2026-11-07 Canadiens @ Maple Leafs Maple Leafs +1.5 Slight Lean 4-2 LOSS
2026-11-07 Lightning @ Wild Wild +1.5 Slight Lean 4-3 WIN
2026-11-07 Blues @ Predators Predators +1.5 Slight Lean 1-3 WIN
2026-11-07 Devils @ Islanders Devils moneyline Confident 5-4 WIN
2026-11-07 Canucks @ Oilers Oilers moneyline Confident 2-4 WIN
2026-11-07 Penguins @ Kings Penguins +1.5 Slight Lean 5-2 WIN
2026-11-07 Rangers @ Kraken Kraken +1.5 Slight Lean 4-3 WIN
2026-11-07 Sharks @ Stars Stars moneyline Confident 3-4 WIN
2026-11-07 Mammoth @ Senators Senators +1.5 Slight Lean 2-4 WIN
2026-11-07 Blackhawks @ Hurricanes Hurricanes -1.5 Strong 2-9 WIN
2026-11-07 Red Wings @ Avalanche Red Wings +1.5 Slight Lean 0-4 LOSS
2026-11-06 Blue Jackets @ Sabres Blue Jackets +1.5 Slight Lean 2-5 LOSS
2026-11-06 Sharks @ Wild Wild -1.5 Strong 1-4 WIN
2026-11-06 Ducks @ Flames Ducks +1.5 Slight Lean 5-3 WIN
2026-11-05 Flyers @ Rangers Flyers +1.5 Slight Lean 2-3 WIN
2026-11-05 Mammoth @ Canadiens Canadiens +1.5 Slight Lean 4-5 WIN
2026-11-05 Blues @ Devils Devils moneyline Confident 4-5 WIN
2026-11-05 Canucks @ Jets Canucks +1.5 Slight Lean 2-6 LOSS
2026-11-05 Stars @ Blue Jackets Stars moneyline Confident 1-2 LOSS
2026-11-05 Ducks @ Oilers Oilers moneyline Confident 5-4 LOSS
2026-11-05 Hurricanes @ Islanders Islanders +1.5 Slight Lean 5-3 LOSS
2026-11-05 Bruins @ Penguins Bruins +1.5 Slight Lean 6-2 WIN
2026-11-05 Golden Knights @ Red Wings Red Wings moneyline Confident 2-1 LOSS
2026-11-05 Blackhawks @ Lightning Lightning moneyline Confident 1-4 WIN
2026-11-05 Predators @ Avalanche Predators +1.5 Slight Lean 3-2 WIN
2026-11-04 Senators @ Sabres Senators +1.5 Slight Lean 2-1 WIN
2026-11-04 Blackhawks @ Panthers Panthers moneyline Confident 3-5 WIN
2026-11-04 Sharks @ Kings Kings moneyline Confident 2-7 WIN
2026-11-04 Flames @ Kraken Flames +1.5 Slight Lean 1-2 WIN
2026-11-03 Avalanche @ Blue Jackets Blue Jackets +1.5 Slight Lean 2-7 WIN
2026-11-03 Wild @ Flyers Wild moneyline Confident 4-2 WIN
2026-11-03 Stars @ Capitals Stars moneyline Confident 6-5 WIN
2026-11-03 Mammoth @ Maple Leafs Maple Leafs +1.5 Slight Lean 3-2 WIN
2026-11-03 Blues @ Rangers Blues moneyline Confident 1-3 LOSS
2026-11-03 Oilers @ Devils Devils moneyline Confident 3-4 WIN
2026-11-03 Ducks @ Canucks Ducks moneyline Confident 5-4 WIN
2026-11-03 Jets @ Canadiens Canadiens moneyline Confident 5-4 LOSS
2026-11-03 Red Wings @ Lightning Red Wings +1.5 Slight Lean 2-4 LOSS
2026-11-03 Golden Knights @ Penguins Penguins moneyline Confident 3-2 LOSS
2026-11-03 Hurricanes @ Predators Hurricanes moneyline Confident 1-4 LOSS