WP Hockey Predictor - Analysis Dashboard
Backtesting 4136 NHL games across 3 seasons
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Pick Performance

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

ML Win Rate
58.7%
1983W - 1393L (3376)
+1.5 Win Rate
73.5%
497W - 179L (676)
-1.5 Win Rate
55.6%
45W - 36L (81)
-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 127W-126L
O/U Win Rate 50.2%
Total O/U Picks 253
O/U by Line Range
Over vs Under
Anytime Goalscorer Tracker
Predictions 786
Goals Scored 219
Hit Rate 27.9%
Goalscorer Leaderboard
Nathan MacKinnon 15 goals (29x picked, 51.7%)
Jason Robertson 13 goals (20x picked, 65.0%)
Connor McDavid 9 goals (19x picked, 47.4%)
Macklin Celebrini 8 goals (15x picked, 53.3%)
Kirill Kaprizov 8 goals (20x picked, 40.0%)
Leo Carlsson 8 goals (24x picked, 33.3%)
Alex DeBrincat 7 goals (14x picked, 50.0%)
Quinton Byfield 7 goals (17x picked, 41.2%)
Dark Horse (Value Play) Tracker
Predictions 578
Goals Scored 161
Hit Rate 27.9%
Dark Horse Leaderboard
Martin Necas 7 goals (21x picked, 33.3%)
Cole Caufield 6 goals (7x picked, 85.7%)
Juraj Slafkovský 6 goals (20x picked, 30.0%)
Pavel Dorofeyev 5 goals (9x picked, 55.6%)
John Tavares 5 goals (10x picked, 50.0%)
Nick Schmaltz 5 goals (10x picked, 50.0%)
Patrick Kane 5 goals (10x picked, 50.0%)
Matt Boldy 5 goals (11x picked, 45.5%)
Recent 50 Picks
Date Matchup Pick Tier Score Result
2026-06-14 Hurricanes @ Golden Knights Hurricanes moneyline Confident 3-0 WIN
2026-06-11 Golden Knights @ Hurricanes Hurricanes moneyline Confident 2-4 WIN
2026-06-09 Hurricanes @ Golden Knights Golden Knights +1.5 Slight Lean 5-3 LOSS
2026-06-06 Hurricanes @ Golden Knights Golden Knights +1.5 Slight Lean 4-5 WIN
2026-06-04 Golden Knights @ Hurricanes Golden Knights +1.5 Slight Lean 3-4 WIN
2026-06-02 Golden Knights @ Hurricanes Golden Knights +1.5 Slight Lean 5-4 WIN
2026-05-29 Canadiens @ Hurricanes Hurricanes moneyline Confident 1-6 WIN
2026-05-27 Hurricanes @ Canadiens Hurricanes moneyline Confident 4-0 WIN
2026-05-26 Avalanche @ Golden Knights Golden Knights +1.5 Slight Lean 1-2 WIN
2026-05-25 Hurricanes @ Canadiens Hurricanes moneyline Confident 3-2 WIN
2026-05-24 Avalanche @ Golden Knights Golden Knights +1.5 Slight Lean 3-5 WIN
2026-05-23 Canadiens @ Hurricanes Hurricanes moneyline Confident 2-3 WIN
2026-05-22 Golden Knights @ Avalanche Avalanche moneyline Confident 3-1 LOSS
2026-05-21 Canadiens @ Hurricanes Hurricanes moneyline Confident 6-2 LOSS
2026-05-20 Golden Knights @ Avalanche Avalanche moneyline Confident 4-2 LOSS
2026-05-18 Canadiens @ Sabres Canadiens +1.5 Slight Lean 3-2 WIN
2026-05-16 Sabres @ Canadiens Sabres +1.5 Slight Lean 8-3 WIN
2026-05-14 Canadiens @ Sabres Canadiens +1.5 Slight Lean 6-3 WIN
2026-05-14 Golden Knights @ Ducks Golden Knights +1.5 Slight Lean 5-1 WIN
2026-05-13 Wild @ Avalanche Avalanche moneyline Confident 3-4 WIN
2026-05-12 Sabres @ Canadiens Sabres +1.5 Slight Lean 3-2 WIN
2026-05-12 Ducks @ Golden Knights Ducks +1.5 Slight Lean 2-3 WIN
2026-05-11 Avalanche @ Wild Wild +1.5 Slight Lean 5-2 LOSS
2026-05-10 Sabres @ Canadiens Sabres moneyline Confident 2-6 LOSS
2026-05-10 Golden Knights @ Ducks Golden Knights +1.5 Slight Lean 3-4 WIN
2026-05-09 Hurricanes @ Flyers Hurricanes moneyline Confident 3-2 WIN
2026-05-09 Avalanche @ Wild Wild +1.5 Slight Lean 1-5 WIN
2026-05-08 Canadiens @ Sabres Sabres moneyline Confident 5-1 LOSS
2026-05-08 Golden Knights @ Ducks Ducks +1.5 Slight Lean 6-2 LOSS
2026-05-07 Hurricanes @ Flyers Hurricanes moneyline Confident 4-1 WIN
2026-05-06 Canadiens @ Sabres Sabres moneyline Confident 2-4 WIN
2026-05-06 Ducks @ Golden Knights Ducks +1.5 Slight Lean 3-1 WIN
2026-05-05 Wild @ Avalanche Avalanche moneyline Confident 2-5 WIN
2026-05-04 Flyers @ Hurricanes Hurricanes moneyline Confident 2-3 WIN
2026-05-04 Ducks @ Golden Knights Ducks +1.5 Slight Lean 1-3 LOSS
2026-05-03 Canadiens @ Lightning Canadiens +1.5 Slight Lean 2-1 WIN
2026-05-03 Wild @ Avalanche Wild +1.5 Slight Lean 6-9 LOSS
2026-05-02 Flyers @ Hurricanes Flyers +1.5 Slight Lean 0-3 LOSS
2026-05-01 Lightning @ Canadiens Canadiens moneyline Confident 1-0 LOSS
2026-05-01 Sabres @ Bruins Sabres moneyline Confident 4-1 WIN
2026-05-01 Golden Knights @ Mammoth Golden Knights moneyline Confident 5-1 WIN
2026-04-30 Stars @ Wild Stars +1.5 Slight Lean 2-5 LOSS
2026-04-30 Oilers @ Ducks Ducks moneyline Confident 2-5 WIN
2026-04-29 Canadiens @ Lightning Canadiens +1.5 Slight Lean 3-2 WIN
2026-04-29 Penguins @ Flyers Penguins +1.5 Slight Lean 0-1 WIN
2026-04-29 Mammoth @ Golden Knights Golden Knights moneyline Confident 4-5 WIN
2026-04-28 Ducks @ Oilers Ducks moneyline Confident 1-4 LOSS
2026-04-28 Bruins @ Sabres Bruins +1.5 Slight Lean 2-1 WIN
2026-04-28 Wild @ Stars Wild moneyline Confident 4-2 WIN
2026-04-27 Flyers @ Penguins Flyers moneyline Confident 2-3 LOSS