Motion-blurred skater in a Seattle Kraken sweater
Breakdown · TOR at SEA

Kraken pull away from the Maple Leafs

The verdict · stolen

The Kraken stole one. They lost the expected-goals battle 3.98–2.30 and won anyway.

TOR 2 · SEA 5
◆ By the ModelJul 12, 3:21 AMxG: xgboost-0.758Edited for clarityDrafted from NHL play-by-play by Backcheck's model, worded for clarity by an AI editor that may not change a number. Nobody at Backcheck was at the rink. How this works

Seattle won a game the Maple Leafs deserved to win. The Kraken pulled out a 5-2 victory while generating only 37% of expected goals at 5v5, losing the xG battle 2.30–3.98. Toronto had the better play, the better chances—and the worse result.

Seattle controlled the scoreboard through sheer efficiency. They absorbed a 22-to-31 shot-attempt disadvantage and converted high-danger chances at an impossible rate: 3 goals on 5 such chances versus Toronto's 0-for-5. The Kraken also struck 3 times on the rush and buried 2 goals from low-danger spots that no goaltender expects to stop.

J. Daccord saved 1.98 goals above expected—the margin between a competitive game and a rout. A. Stolarz stopped 17 of 21, but his workload fell well short of what his underlying metrics earned; he underperformed his xG concession by 1.70. Toronto's collapse was not their goaltender's fault. It was that they played the better game without finishing it.

The Maple Leafs' precision broke down under pressure. Despite 63% of expected goals and 6 rebound opportunities, they converted only 2 goals—both from low-percentage areas. That underperformance by 1.98 goals against xG doesn't survive often. The Kraken, by contrast, overperformed by 2.70, riding finishing or fortune to a win that left their underlying numbers deep in the red.

Jared McCann's wrist shot from the wing (17:23, third period) was the turning point, but Seattle had already stolen a script Toronto wrote first.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Jan 29
TOR
2
SEA
5

Kraken pull away from the Maple Leafs

Chances 4.0 – 2.3Did they deserve it? →
Did they deserve it?

The Maple Leafs deserved better.

Expected goals · chance value
TOR
3.98
SEA
2.30
63% of the chances37%

The board read TOR 2, SEA 5. The chances read TOR 4.0, SEA 2.3.

Our xG model · NHL play-by-play · all situations
Luck check
SEA
+2.7
goals above expected
SEA2.30 expected · 5 scored
Expected
Scored
TOR3.98 expected · 2 scored
Expected
Scored

The Kraken scored 2.7 more than their chances were worth. That does not repeat.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 01:21SEAM. Beniers0–1
  2. P1 15:02TORN. Robertson1–1
  3. P2 06:23SEAS. Wright1–2
  4. P2 06:54SEAB. Montour1–3
  5. P3 06:04TORM. RiellyPP2–3
  6. P3 08:32SEAS. Wright2–4
  7. P3 17:23SEAJ. McCannEN2–5
NHL play-by-play · chance value from our xG model
Where the shots came from
TOR
50 shots
2
Final
79 shots
SEA
29 shots
5
TOR attackSEA attack
TOR SEA Goal
50
shots · 2 in
29
shots · 5 in
Every unblocked shot · press play to replay it
Chances by danger
TORSEA
0 / 5
1.19 xG
High danger
1 / 3
0.93 xG
0 / 18
2.01 xG
Medium
3 / 8
0.97 xG
2 / 42
0.78 xG
Low
1 / 27
0.40 xG

The Maple Leafs went 0 for 5 from the slot.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A
J. Daccord
+2.0
SEA · 29/31
F
A. Stolarz
−1.7
TOR · 17/21
The numbers, checked
BACKCHECK

Kraken pull away from the Maple Leafs

A model, not a newsroom. Every number on these frames comes from the NHL's play-by-play and our own models. Nothing was watched, guessed or heard from anyone.

Read the full breakdown
backcheckreport.com
01 / 08 · Final
Every goal, in order

How it happened

NHL play-by-play
1stshots 11–9
  1. 01:21SEAM. Beniers(J. McCann, J. Eberle)0–1
  2. 15:02TORN. Robertson1–1
2ndshots 13–7
  1. 06:23SEAS. Wright(J. Schwartz, A. Larsson)1–2
  2. 06:54SEAB. Montour(F. Gaudreau, C. Stephenson)1–3
3rdshots 7–6
  1. 06:04TORM. Riellypower play(M. Domi)2–3
  2. 08:32SEAS. Wright(B. Montour)2–4
  3. 17:23SEAJ. McCannempty net(J. Oleksiak)2–5

score reads TOR–SEA

Source · NHL play-by-play (api-web.nhle.com)
Process vs result

The numbers

XGBoost xG · NHL play-by-play
2.30
SEA chances
Goals their shots were worth
+2.7
Finishing
Goals above what those chances were worth
1.101
SEA puck luck
Above 1.000 — the bounces went their way
36.9%
Shot attempts
Under half — they were outshot
Split by club

Who controlled the game

3.98Expected goals2.30
TOR 63% of the chance quality
31Shots on goal22
5High-danger chances3
65All attempts (Corsi)38
Adjusted for score: TOR 68% · SEA 33%
Faceoffs · SEA won48%off60%neu65%def
Source · NHL play-by-play · XGBoost xG
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TOR0 / 5 · 1.19 xG
SEA1 / 3 · 0.93 xG
Medium dangermid-range
TOR0 / 18 · 2.01 xG
SEA3 / 8 · 0.97 xG
Low dangerperimeter & point
TOR2 / 42 · 0.78 xG
SEA1 / 27 · 0.40 xG

SEA went 3-for-8 from medium danger on 0.97 expected goals — 2.0 above expected.

Source · Backcheck xG model · NHL play-by-play
The luck layer

Finishing vs expected

expectedactual
TOR
2 G · 3.98 xG · -2.0
SEA
5 G · 2.30 xG · +2.7
0123456

TOR finished -2.0 against expected, SEA +2.7.

Source · Backcheck xG model
Shot types · rush and rebound chancesopen +
What they shot — and what went in

Shot diet

goalsshots
TOR
WRIST1/25
SNAP0/10
TIP IN0/6
BACKHAND0/5
SLAP1/2
WRAP AROUND0/2
OTHER0/15
SEA
WRIST4/18
SNAP0/1
TIP IN0/2
BACKHAND1/3
SLAP0/5
WRAP AROUND0/0
OTHER0/9
TOR
SEA
Off the rush
1 G on 33
2.77 xG
3 G on 14
1.18 xG
Off rebounds
0 G on 6
0.68 xG
1 G on 4
0.46 xG

Wrist shots carried the volume: TOR went 1-for-25, SEA 4-for-18. SEA scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
New to these numbers?

Two things happened in this game: who created the better chances, and who put the puck in the net. They are not the same thing, and this page separates them on purpose.

The one to watch is expected goals— the best single read on who deserved to win. When it disagrees with the scoreboard, that disagreement is usually the story. Nothing here is a projection; every figure is computed from this game's play-by-play. Full glossary →

xG
Expected goals. Every shot scored by how often that exact look goes in. 2.5 xG means the chances were worth about two and a half goals.
HD
High-danger chances — shots from the slot and the crease, where shots actually become goals.
Corsi
Every shot attempt, including the ones that missed or got blocked. A rough read on who had the puck.
Adj.
Score-adjusted. Teams that trail shoot more and teams that lead sit back, so this corrects the attempt count for the scoreboard.
GSAx
Goals saved above expected. A positive number means the goalie stopped more than an average goalie would have on those shots.
PDO
Shooting % plus save % — a luck gauge. It sits near 1.000 over a season, so a game far from it usually means the bounces decided it.
Shot by shot

In the net

Graded on goals saved above expected
A. Stolarz
TOR · 17/21 · .810
-1.7
saved above expected
F
the night
By dangerG/attxGsaved
High danger1/30.9-0.1
Medium3/81.0-2.0
Low1/270.4-0.6

A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

J. Daccord
SEA · 29/31 · .935
+2.0
saved above expected
A
the night
By dangerG/attxGsaved
High danger0/51.2+1.2
Medium0/182.0+2.0
Low2/420.8-1.2

A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

79 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
TOR
50 shots
2
Final
79 shots
SEA
29 shots
5
TOR attackSEA attack
TOR SEA Goal

Each club shoots toward its own end — TOR left, SEA right — the way you would watch it. A dot's size is how dangerous the look was, from distance and angle; it is a proxy for shot quality, not the xG model the article is written from. Hover a dot for the shooter and the clock.

Ranked from the box score

Three stars

Points first
Three stars · computed, not voted
B. Montour
#62 · D · SEA
1 G · 1 A · 2 SOG · 21:39 on ice · +4
J. McCann
#19 · L · SEA
1 G · 1 A · 1 SOG · 16:12 on ice · +1
S. Wright
#51 · C · SEA
2 G · 0 A · 2 SOG · 15:41 on ice · +2
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Thu, Jan 29
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 3:18 AMEdited for clarityDrafted from NHL play-by-play by Backcheck's model, worded for clarity by an AI editor that may not change a number. Nobody at Backcheck was at the rink. How this works

The model projects a 2.4-to-2.5 goal game with Seattle at 53% win probability. This is about as close to a pick'em as analytics get.

On paper, these teams are twins. Both operate at 46.0% expected goals share and 45.0% Corsi percentage at 5v5. The only meaningful divergence: Seattle's PDO of 1.011 edges Toronto's 1.002, suggesting the Kraken benefit slightly from puck luck—the kind of margin that typically evaporates.

Toronto's recent results tell a darker story. The Leafs sit at -12 goal differential over their last 10 games—a brutal proxy for team function, even if underlying metrics look reasonable. Both teams also navigate goaltending fatigue. P. Grubauer is on a back-to-back, as is J. Woll. Expect either a backup or a noticeably tired starter.

Toronto's case depends on elite execution. Auston Matthews generates 1.10 expected goals per 60 minutes, has buried 17, and converts at 10.6%—that's elite confidence. John Tavares (0.91 xG/60, 15 goals, 12.4% shooting) provides secondary scoring at a level most teams would trade for. Seattle counters with Shane Wright (0.77 xG/60, 8 goals) and Berkly Catton (0.68 xG/60, 6 goals), who finish opportunistically but lack Matthews' ceiling.

Here's the wrinkle: neither team scores from high-danger chances or rebounds. Both sit at 0% for these categories. Instead, they convert first-shot opportunities and medium-danger looks with unusual efficiency. This rewards precise play and punishes mistakes. Bo Groulx is Toronto's defensive weak link; Chandler Stephenson exposes Seattle similarly. Whoever executes cleaner beats a team the numbers insist is genuinely, frustratingly even.

What the model said beforehand

The model's lean

SEA 53%
53%
SEA
Model favorite
47%
53%
TOR50SEA

SEA by 6 points of win probability — a modest lean. Projected score TOR 2.4–2.5 SEA; 19% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season rates · 5v5

Tale of the tape

NHL stats API · our xG
TOR← edge
edge →SEA
46.0%46.0%
45.0%45.0%
2.242.13
2.672.51
2.091.87
2.521.95
1.0021.011

SEA holds 4 of 6 process categories — and the luck row (1.002 vs 1.011) says SEA has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · Last 10
TOR
3-5-2
-12 GD · 1d rest
SEA
4-5-1
-1 GD · 1d rest
1.002
TOR PDO
Luck gauge · drifts to 1.000
1.011
SEA PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Things to watch
  • P. Grubauer is on a back-to-back — watch for a backup start or a tired starter.
  • J. Woll is on a back-to-back — watch for a backup start or a tired starter.
  • The Maple Leafs are underwater at -12 goal differential over their last 10.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
TOR
Expected in goal
J. Woll
back-to-back.800 last start
Backup Joseph Woll · -6.6 GSAx this season
Back-to-back: the backup often gets this one. Treat the starter as unconfirmed.

No completed game on file for this club yet.

SEA
Expected in goal
P. Grubauer
back-to-back.950 last start
Backup Joey Daccord · -6.2 GSAx this season
Back-to-back: the backup often gets this one. Treat the starter as unconfirmed.

No completed game on file for this club yet.

Lineups are the players who dressed in each club's last game, with their minutes; clubs confirm tonight's at warm-up. Every player this preview names was in that lineup.

Computed danger · scouting

Players to watch

NHL stats API · our xG
TOR
Auston Matthews17G 13A
1.10 xG/60 · 1 HD · 10.6% sh
John Tavares15G 24A
0.91 xG/60 · 3 HD · 12.4% sh
SEA
Shane Wright8G 10A
0.77 xG/60 · 4 HD · 10.4% sh
Berkly Catton6G 8A
0.68 xG/60 · 5 HD · 8.8% sh
Keep going

Where to next