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Model transparency

Model betting performance

Simulated betting performance · Regular-season full-game moneylines · 1 unit risked per bet

Prices reflect simulated line shopping across captured sportsbooks. These are hypothetical results, not placed bets.

All Model Picks

Net profit+15.47 units
Return on stake+11.6%
Settled bets
133
Wins – losses
84–49
Awaiting results
0

Value Picks

Net profit-11.74 units
Return on stake-9.7%
Settled bets
121
Wins – losses
51–70
Awaiting results
0

Market Favourite

Net profit+4.57 units
Return on stake+3.4%
Settled bets
133
Wins – losses
83–50
Awaiting results
0

How profit changes over time

Above zero means a profit; below zero means a loss. Each line tracks one strategy using a fixed one-unit stake per bet.

Which games are included?

133 eligible games of 134 started games. 133 completed; 0 awaiting final results. 1210 future games are not included.

Excluded games
  • Missing event: 0
  • Ambiguous event: 0
  • Invalid event mapping: 0
  • Missing pregame odds: 0
  • Invalid or unpaired odds: 0
  • Missing pregame prediction: 1
  • Invalid prediction: 0
Game history387 strategy entries
Date / gameStrategy / pickModel % / EVOdds / bookCaptured (CT)ResultNet units
Oct 17, 2026
Matchup · Game details
Value Picks
Pittsburgh Penguins
39.4%
16.3% EV
+195
BetRivers
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
All Model Picks
Vegas Golden Knights
60.6%
-8.8% EV
-198
Bovada
Oct 17, 2026
10:00 AM CDT
Won0.51
Oct 17, 2026
Matchup · Game details
Market Favourite
Vegas Golden Knights
60.6%
-8.8% EV
-198
Bovada
Oct 17, 2026
10:00 AM CDT
Won0.51
Oct 17, 2026
Matchup · Game details
Value Picks
Utah Mammoth
61.7%
9.2% EV
-130
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
All Model Picks
Utah Mammoth
61.7%
9.2% EV
-130
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
Market Favourite
Utah Mammoth
61.7%
9.2% EV
-130
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
Value Picks
Boston Bruins
53.0%
16.5% EV
+120
BetRivers
Oct 17, 2026
10:00 AM CDT
Won1.20
Oct 17, 2026
Matchup · Game details
All Model Picks
Boston Bruins
53.0%
16.5% EV
+120
BetRivers
Oct 17, 2026
10:00 AM CDT
Won1.20
Oct 17, 2026
Matchup · Game details
Market Favourite
Los Angeles Kings
47.0%
-17.6% EV
-133
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
Value Picks
Nashville Predators
50.3%
0.1% EV
-101
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Won0.99
Oct 17, 2026
Matchup · Game details
All Model Picks
Nashville Predators
50.3%
0.1% EV
-101
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Won0.99
Oct 17, 2026
Matchup · Game details
Market Favourite
St. Louis Blues
49.7%
-6.3% EV
-113
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
Value Picks
Chicago Blackhawks
63.7%
81.5% EV
+185
BetUS
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
All Model Picks
Chicago Blackhawks
63.7%
81.5% EV
+185
BetUS
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
Market Favourite
Dallas Stars
36.3%
-46.5% EV
-211
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Won0.47
Oct 17, 2026
Matchup · Game details
Value Picks
Columbus Blue Jackets
61.0%
8.3% EV
-129
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Won0.78
Oct 17, 2026
Matchup · Game details
All Model Picks
Columbus Blue Jackets
61.0%
8.3% EV
-129
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Won0.78
Oct 17, 2026
Matchup · Game details
Market Favourite
Columbus Blue Jackets
61.0%
8.3% EV
-129
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Won0.78
Oct 17, 2026
Matchup · Game details
Value Picks
Philadelphia Flyers
47.0%
9.0% EV
+132
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Won1.32
Oct 17, 2026
Matchup · Game details
All Model Picks
Ottawa Senators
53.0%
-11.6% EV
-150
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
Market Favourite
Ottawa Senators
53.0%
-11.6% EV
-150
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
Value Picks
Detroit Red Wings
63.1%
8.5% EV
-139
BetRivers
Oct 17, 2026
10:00 AM CDT
Won0.72
Oct 17, 2026
Matchup · Game details
All Model Picks
Detroit Red Wings
63.1%
8.5% EV
-139
BetRivers
Oct 17, 2026
10:00 AM CDT
Won0.72
Oct 17, 2026
Matchup · Game details
Market Favourite
Detroit Red Wings
63.1%
8.5% EV
-139
BetRivers
Oct 17, 2026
10:00 AM CDT
Won0.72
Oct 17, 2026
Matchup · Game details
Value Picks
Buffalo Sabres
49.1%
10.5% EV
+125
BetOnline.ag
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
All Model Picks
Montréal Canadiens
50.9%
-12.8% EV
-140
BetUS
Oct 17, 2026
10:00 AM CDT
Won0.71
Oct 17, 2026
Matchup · Game details
Market Favourite
Montréal Canadiens
50.9%
-12.8% EV
-140
BetUS
Oct 17, 2026
10:00 AM CDT
Won0.71
Oct 17, 2026
Matchup · Game details
Value Picks
Toronto Maple Leafs
66.1%
17.7% EV
-128
FanDuel
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
All Model Picks
Toronto Maple Leafs
66.1%
17.7% EV
-128
FanDuel
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026
Matchup · Game details
Market Favourite
Toronto Maple Leafs
66.1%
17.7% EV
-128
FanDuel
Oct 17, 2026
10:00 AM CDT
Lost-1.00
Oct 17, 2026Lost · -1.00u

Value Picks

Utah Mammoth

Model / EV
61.7% / 9.2%
Odds / book
-130 · BetOnline.ag
Captured (CT)
Oct 17, 2026 10:00 AM CDT
Matchup · Game details
Oct 17, 2026Lost · -1.00u

All Model Picks

Utah Mammoth

Model / EV
61.7% / 9.2%
Odds / book
-130 · BetOnline.ag
Captured (CT)
Oct 17, 2026 10:00 AM CDT
Matchup · Game details
Oct 17, 2026Lost · -1.00u

Market Favourite

Utah Mammoth

Model / EV
61.7% / 9.2%
Odds / book
-130 · BetOnline.ag
Captured (CT)
Oct 17, 2026 10:00 AM CDT
Matchup · Game details
Oct 17, 2026Won · 1.20u

Value Picks

Boston Bruins

Model / EV
53.0% / 16.5%
Odds / book
+120 · BetRivers
Captured (CT)
Oct 17, 2026 10:00 AM CDT
Matchup · Game details
Oct 17, 2026Won · 1.20u

All Model Picks

Boston Bruins

Model / EV
53.0% / 16.5%
Odds / book
+120 · BetRivers
Captured (CT)
Oct 17, 2026 10:00 AM CDT
Matchup · Game details
Oct 17, 2026Lost · -1.00u

Market Favourite

Los Angeles Kings

Model / EV
47.0% / -17.6%
Odds / book
-133 · BetOnline.ag
Captured (CT)
Oct 17, 2026 10:00 AM CDT
Matchup · Game details
Oct 17, 2026Lost · -1.00u

Market Favourite

St. Louis Blues

Model / EV
49.7% / -6.3%
Odds / book
-113 · BetOnline.ag
Captured (CT)
Oct 17, 2026 10:00 AM CDT
Matchup · Game details
Oct 17, 2026Won · 0.47u

Market Favourite

Dallas Stars

Model / EV
36.3% / -46.5%
Odds / book
-211 · BetOnline.ag
Captured (CT)
Oct 17, 2026 10:00 AM CDT
Matchup · Game details
Oct 17, 2026Lost · -1.00u

All Model Picks

Ottawa Senators

Model / EV
53.0% / -11.6%
Odds / book
-150 · BetOnline.ag
Captured (CT)
Oct 17, 2026 10:00 AM CDT
Matchup · Game details
Oct 17, 2026Lost · -1.00u

Market Favourite

Ottawa Senators

Model / EV
53.0% / -11.6%
Odds / book
-150 · BetOnline.ag
Captured (CT)
Oct 17, 2026 10:00 AM CDT
Matchup · Game details
Oct 17, 2026Lost · -1.00u

Value Picks

Buffalo Sabres

Model / EV
49.1% / 10.5%
Odds / book
+125 · BetOnline.ag
Captured (CT)
Oct 17, 2026 10:00 AM CDT
Matchup · Game details

Betting performance by team

Results for bets backing the selected team, using one-unit stakes.

Boston Bruins

All Model Picks

Net profit+2.79 units
Return on stake+55.8%
Settled bets
5
Wins – losses
4–1
Awaiting results
0

Value Picks

Net profit+1.79 units
Return on stake+29.8%
Settled bets
6
Wins – losses
4–2
Awaiting results
0

Market Favourite

Net profit+3.44 units
Return on stake+86.1%
Settled bets
4
Wins – losses
4–0
Awaiting results
0

Cumulative units backing this team

What do units and ROI mean?

One unit is a fixed amount you choose, such as $10. Every simulated bet risks that same amount. A net result of +3 units would mean a $30 profit with $10 units.

ROI compares profit with the amount staked. Winning 5 units after staking 100 units gives a 5% ROI. Picking more winners does not always mean more profit: the odds paid on those wins matter.

All Model Picks backs the model's predicted winner. Value Picks only bets when the model estimates a positive return at the captured price. Market Favourite backs the side the sportsbooks rate more likely to win. Different strategies can place different numbers of bets, so check the settled count alongside ROI.

Technical methodology and exclusions

Each simulated bet risks one fixed unit. A win earns decimal odds minus one; a loss costs one unit. ROI equals net units divided by settled units risked. No compounding or variable stakes.

All Model Picks backs the predicted winner. Value Picks backs the higher estimated EV side only when EV is above zero; exact EV ties are skipped. Market Favourite uses the average no-vig home win probability across sportsbooks quoting both teams, then takes that side's best captured price. Tied market probabilities are skipped.

All strategies share the same eligible game pool. Prices come from the latest captured full-game moneyline batch strictly before the scheduled start, using the earlier start if event times differ. Best odds are chosen only within that batch, never from later or mixed captures. Predictions normally must have been published by that capture time. A fixed set of completed 2026-27 games is included retrospectively after testing and fixes overwrote timestamps; individual history entries identify these revisions. Captured prices may not represent actual closing odds or prices available to every bettor.

Only final results with a recorded REG, OT or SO outcome settle bets. Missing results remain pending. Ambiguous event mappings, invalid odds, unpaired markets and unavailable pregame predictions are excluded. Legacy predictions use existing timestamps; earlier overwritten revisions are not invented. The selected season starts at 2026-27.