luckadjusted
NHL Week 1 · 2026-27

2025-26 regular season · January 10, 2026

No betting line for this game, so there is no before-puck-drop or fresh-game number.

Canucks at Maple Leafs, Jan 10, 2026: who deserved to win?

The Maple Leafs beat the Canucks 5–0, but the replays call it close to a coin flip: with the way both teams played, the Maple Leafs win 4 of 10. Luck ran their way: goaltending alone was worth 25 points of win probability to the Maple Leafs.

The biggest swing (P1, 11:57 left): Matias Maccelli scored on a deflected shot from 7 feet, worth 14 points of win probability to the Maple Leafs.

Final

Vancouver Canucks 0
Toronto Maple Leafs 5

January 10, 2026 · Scotiabank Arena

Luck index +55 Maple Leafs lucky · −55 Canucks

Each team’s own shots from this game, resampled into new games 4,000 times, each a goal at its chance, with the power plays the penalties gave and the pulled goalie at the end: with the way both teams actually played, how often does this performance win? How the replay works

Ten replays. Canucks win 6, Maple Leafs win 4.

  1. 1 VAN 6 TOR 1
  2. 2 VAN 3 TOR 0
  3. 3 VAN 4 TOR 1
  4. 4 VAN 4 TOR 2
  5. 5 VAN 3 TOR 2
  6. 6 VAN 6 TOR 5
  7. 7 VAN 3 TOR 4
  8. 8 VAN 3 TOR 4
  9. 9 VAN 2 TOR 4
  10. 10 VAN 2 TOR 5

Three other ways to ask

Each answers a different question, so none of them replaces the replay above.

No closing line for this game.

Needs the closing line, which this game has not got.

Every shot redrawn at its chance, overtime and the shootout replayed as near coin flips; the shots themselves and every call fixed. The narrowest view of luck.

How 3,999.9 replays ended

Canucks win 55% of them, Maple Leafs 45%. The line is what actually happened: Maple Leafs by 5.

Show as a table
Final margin in the replaysShare of replays
Canucks by 3+25.5%
Canucks by 210.4%
Canucks by 119.6%
Maple Leafs by 121.2%
Maple Leafs by 28.2%
Maple Leafs by 3+15.2%

Where the luck was

What the luck was worth

Every lucky and unlucky play, weighted by the moment it happened: its swing in win probability, added up by kind. A post hit in a blowout counts for nothing; the same post with a minute left in a tie game can be most of a win.

Swings add up across a game, so in one that went back and forth they can pass 100%. On the scoreboard the same luck was worth +4.3 goals to the Maple Leafs: the final margin was Maple Leafs by 5, without the luck Maple Leafs by 0.7. Luck shares are the fitted ones (how much of each kind is luck).
ShootingUnblocked attemptsGoalsExpected goalsAbove expected
Canucks5003.44−3.44
Maple Leafs3452.70+2.30

Regulation with both goalies in. Expected goals: our model of each shot’s chance from where and how it was taken (distance, angle, shot type, rebound, rush, strength), adjusted for the shooter’s and the goalie’s records. A team above expected finished better or met a weaker night in goal; 75% of the gap counts as luck (why that share).

Calls

Every penalty that put a team on the power play, and every goal taken off the board on review, with what it did to the helped team’s chance of winning at that moment. Calls don’t count toward luck by default: who draws penalties repeats from game to game like a skill (how calls are valued). Switch them on below.

WhenCallWin probability for
P1 18:22 Too many men on the ice on the Maple Leafs (TOR): 2 minutes on the power play +4% VAN
P1 12:33 Tripping on the Canucks (Aatu Räty): 2 minutes on the power play +4% TOR
P1 9:36 Hooking on the Maple Leafs (Auston Matthews): 2 minutes on the power play +3% VAN
P1 6:59 Too many men on the ice on the Maple Leafs (TOR): 2 minutes on the power play +4% VAN
P1 2:39 High sticking on the Maple Leafs (Jake McCabe): 2 minutes on the power play +3% VAN
P1 0:03 Roughing on the Canucks (Drew O'Connor): 2 minutes on the power play +1% TOR
P2 12:36 Interference on the Maple Leafs (Morgan Rielly): 2 minutes on the power play +1% VAN
P3 11:30 Tripping on the Maple Leafs (Troy Stecher): 2 minutes on the power play 0% VAN
P3 7:33 Interference on the Canucks (Elias Pettersson): 2 minutes on the power play 0% TOR
P3 1:09 Roughing on the Canucks (Kiefer Sherwood): 2 minutes on the power play 0% TOR

When it happened

Maple Leafs’ chance of winning

Numbers mark the biggest luck moments, listed below.

Our in-game win probability: the score and the time left, starting from the betting line (or the home edge alone when there is none), with goals at the league’s rates for the score. Overtime is drawn at a fixed width. Shaded above the middle while the Maple Leafs were ahead in it, below while the Canucks were.
#WhenWhat happenedWin probability forNext drive
1 P1 18:22 Too many men on the ice on the Maple Leafs (TOR): 2 minutes on the power playPenalty calls +4% VAN –
2 P1 16:12 Nils Hoglander’s snap shot from 5 feet was savedShooting · 32% chance +5% TOR –
3 P1 12:33 Tripping on the Canucks (Aatu Räty): 2 minutes on the power playPenalty calls +4% TOR –
4 P1 11:57 Matias Maccelli scored on a deflected shot from 7 feetShooting · 13% chance +14% TOR –
5 P1 11:18 Drew O'Connor missed the net with a between-the-legs shot from 4 feetShooting · 27% chance +5% TOR –
6 P1 6:59 Too many men on the ice on the Maple Leafs (TOR): 2 minutes on the power playPenalty calls +4% VAN –
7 P1 3:29 Max Domi scored on a wrist shot from 25 feetShooting · 6% chance +13% TOR –
8 P1 0:20 William Nylander scored on a backhand shot from 6 feetShooting · 11% chance +8% TOR –

Adjust the assumptions

Think finishing is more skill than we do, or that the calls were luck? Change it and the coin-flip replay reruns in your browser.

Only coin-flips re-rolled

Canucks 31% · Maple Leafs 69%

Final margin
Maple Leafs by 5
Luck in goals
4.3 for the Maple Leafs
Luck-adjusted margin
Maple Leafs by 0.7
Replay with same day's form
Canucks 55% · Maple Leafs 45% unchanged: why
How much of each is luck?

0% treats it as skill, 100% as pure luck. The tick is our fit.

What counts
Flip a play

Force the other outcome, in this game and in every replay: a goal becomes a save, a post goes in, a penalty goes the other way.

About these numbers

Play-by-play from the NHL via fastRhockey; expected goals, in-game win probability and the replays are our own models, fitted on every game since 2018-19 (methodology and validation). Blocked shots aren’t replayed (their location is the block’s, not the shot’s). No betting line for this game, so there is no before-puck-drop or fresh-game number.

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