Backcheck
Recap · TOR at WSH

Capitals shut out the Maple Leafs, 4-0

The Capitals earned it — the game and the expected-goals battle both.

By the ModelJul 11, 8:54 PMxG: xgboost-0.758Edited for clarity
Away
TOR
Toronto Maple Leafs
0
Home
WSH
Washington Capitals
4
FINAL
Process vs result

The underlying story

2.88Expected goals4.10
59% share for the better side
22Shot attempts (SOG)29
2High-danger chances3
47Corsi (all attempts)66
Score-adjusted: 47% / 53%
Source · NHL play-by-play · XGBoost xG

Washington's 4–0 victory was starker than the underlying play deserved: Toronto generated 2.88 expected goals and scored zero. A 2.88-goal offensive drought is the night's harshest truth—quality chances, zero conversions.

The Capitals dominated across the underlying metrics. They controlled 59% of 5v5 expected goals (4.10–2.88), held 57% of shot attempts (29–22), and led 3–2 in high-danger chances.

Thompson stopped all 22 shots (1.000 SV%) and saved 2.88 above expected. Hildeby faced 29 Toronto shots, stopping 25 for a 0.862 SV%.

Washington's efficiency was surgical. On 33 rush chances, they scored twice. On rebounding, they created seven rebound opportunities and converted one; Toronto created four and converted zero. Both teams crashed the net. Only one team finished.

John Carlson's slap shot from the wing (third period, 08:57) was the turning point—though Washington's dominance had already decided it.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TOR0 / 2 · 0.40 xG
WSH0 / 3 · 0.65 xG
Medium dangermid-range
TOR0 / 18 · 2.06 xG
WSH3 / 25 · 2.79 xG
Low dangerperimeter & point
TOR0 / 27 · 0.41 xG
WSH1 / 38 · 0.66 xG

TOR went 0-for-18 from medium danger on 2.06 expected goals — 2.1 left on the table.

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

Finishing vs expected

expectedactual
TOR
0 G · 2.88 xG · -2.9
WSH
4 G · 4.10 xG · -0.1
012345
Goalies · GSAx (goals saved above expected)
D. HildebyTOR
+0.1
L. ThompsonWSH
+2.9

TOR finished -2.9 against expected, WSH -0.1 — L. Thompson (WSH) saved 2.9 goals above expected.

Source · Backcheck xG model
What they shot — and what went in

Shot diet

goalsshots
TOR
SNAP0/18
SLAP0/6
TIP IN0/3
BACKHAND0/6
WRIST0/0
POKE0/1
OTHER0/13
WSH
SNAP2/23
SLAP1/12
TIP IN0/6
BACKHAND0/3
WRIST1/8
POKE0/0
OTHER0/14
TOR
WSH
Off the rush
0 G on 21 · 2.12 xG
2 G on 33 · 2.84 xG
Off rebounds
0 G on 4 · 0.44 xG
1 G on 7 · 0.75 xG

Snap shots carried the volume: TOR went 0-for-18, WSH 2-for-23. WSH scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Carlson
#74 · D · WSH
1 G · 2 A · 2 SOG · 21:52 TOI · +3
J. Chychrun
#6 · D · WSH
2 G · 0 A · 3 SOG · 24:11 TOI · +2
J. Sourdif
#34 · C · WSH
0 G · 2 A · 0 SOG · 14:04 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • L. Thompson (WSH) stopped 2.9 goals above expected.
  • WSH was lethal off the rush — 2 goals on 33 rush chances.
  • WSH created 7 rebound opportunities (1 converted) — crashing the net effectively.
  • TOR created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • TOR underperformed xG by 2.9 — wasted quality chances.
  • L. Thompson (WSH) saved 2.9 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · TOR at WSH · 7:00 PM ET

The Capitals are the model's lean over the Maple Leafs — with PDO regression in play

By the ModelJul 11, 8:52 PMEdited for clarity
Win probability

The model's lean

56%
WSH
Model favorite
44%
56%
TOR50WSH

WSH by 12 points of win probability — a modest lean. Projected score TOR 2.42.8 WSH; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season profile · edge from the spine

Tale of the tape

TOR← edge
edge →WSH
46.0%5v5 xG%50.0%
45.0%Corsi%49.0%
2.24xGF / 602.62
2.67xGA / 602.62
2.09Goals for / gm2.18
2.52Goals against / gm1.79
1.002PDO — luck, not skill1.018

WSH holds 6 of 6 process categories — and PDO (1.002 vs 1.018) says WSH has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a TOR 2.4–2.8 WSH game with the Capitals at 56% win probability. Washington's edge lives in the underlying play: 50.0% 5v5 xG% against Toronto's 46.0%, reinforced by a 49.0% Corsi rate that signals territorial control and fewer chances against.

Better chances and more of them should translate to wins. The risk is PDO regression. Washington's PDO sits at 1.018—well above neutral—while Toronto's 1.002 runs nearly even. When shooting percentage and save percentage regress to the mean, Washington's goal advantage compresses, shrinking the 56% projection with it.

Goaltending adds uncertainty. Both C. Lindgren and J. Woll are on back-to-backs, meaning either will play tired or a backup starts. Either way, fatigue or a fresh net reshuffles both teams' ability to execute.

The forwards tell a different story. Alex Ovechkin leads with 19 goals at 0.97 xG/60 and a 13.8% shooting percentage—a rate suggesting the volume will hold. Auston Matthews counters with 17 goals and 1.10 xG/60, generating the cleanest chances per minute of anyone on the ice. John Tavares adds 15 goals at 0.91 xG/60 with 12.4% shooting, secondary scoring that punishes over a full game. Anthony Beauvillier gives Washington a third threat at 0.89 xG/60 with 14 goals.

The model leans Washington because the structure supports it—better play generation, better shot location, more dangerous finishers. PDO regression is the real caveat: if the Capitals' shooting normalizes, the gap closes. Until then, the underlying edge is there, and the 56% figure is earned.

Computed danger · scouting

Players to watch

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
WSH
Alex Ovechkin19G 17A
0.97 xG/60 · 2 HD · 13.8% sh
Anthony Beauvillier14G 9A
0.89 xG/60 · 2 HD · 10.4% sh
Source · MoneyPuck skaters