Backcheck
Recap · WSH at TOR

Capitals shut out the Maple Leafs, 4-0

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

By the ModelJul 12, 10:56 AMxG: xgboost-0.758Edited for clarity
Away
WSH
Washington Capitals
4
Home
TOR
Toronto Maple Leafs
0
FINAL
Process vs result

The underlying story

3.46Expected goals2.78
55% share for the better side
20Shot attempts (SOG)22
4High-danger chances2
48Corsi (all attempts)60
Score-adjusted: 39% / 61%
Source · NHL play-by-play · XGBoost xG

Toronto held 52% of shot attempts yet lost 4-0—a disparity that reveals how ruthlessly the Capitals converted their chances. Washington's shot quality (0.072 xG/shot vs. 0.046) overwhelmed Toronto's volume; L. Thompson's +2.78 performance in goal sealed the result.

The underlying xG (3.46–2.78 Capitals) suggests a closer game than the scoreline, but the Maple Leafs underperformed their xG by 2.78 goals. They generated quality looks—particularly off the rush and from rebound opportunities—and converted none of them. Cole Hutson's wrist shot from the high slot (P3, 16:10) exemplified the Capitals' clinical execution, crystallizing their dominance.

Thompson's goaltending was the story. Facing 22 shots, he saved all 22 and posted a +2.78 performance against expected, the kind of save percentage that transforms a competitive xG battle into a blowout. J. Woll on the other end allowed three goals on 17 attempts (0.824 SV%).

Washington's scoring was distributed. M. Fehérváry (1G, 1A, 18:16) and D. Strome (1G, 1A, 16:34) both scored; T. Wilson (1A, 18:51) added an assist. The Capitals exploited the rush—4 goals on 27 rush chances.

Toronto's best offensive sequence came from crashing the net. They created 4 rebound opportunities and scored on none, leaving Thompson unbeaten.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WSH1 / 4 · 1.45 xG
TOR0 / 2 · 0.47 xG
Medium dangermid-range
WSH2 / 16 · 1.60 xG
TOR0 / 15 · 1.73 xG
Low dangerperimeter & point
WSH1 / 28 · 0.41 xG
TOR0 / 43 · 0.58 xG

TOR went 0-for-15 from medium danger on 1.73 expected goals — 1.7 left on the table.

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

Finishing vs expected

expectedactual
WSH
4 G · 3.46 xG · +0.5
TOR
0 G · 2.78 xG · -2.8
012345
Goalies · GSAx (goals saved above expected)
L. ThompsonWSH
+2.8
A. StolarzTOR
+0.4
J. WollTOR
+0.1

WSH finished +0.5 against expected, TOR -2.8 — L. Thompson (WSH) saved 2.8 goals above expected.

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

Shot diet

goalsshots
WSH
WRIST3/29
TIP IN0/2
BACKHAND0/1
SNAP1/2
SLAP0/1
WRAP AROUND0/0
DEFLECTED0/0
OTHER0/13
TOR
WRIST0/24
TIP IN0/7
BACKHAND0/3
SNAP0/1
SLAP0/2
WRAP AROUND0/1
DEFLECTED0/1
OTHER0/21
WSH
TOR
Off the rush
4 G on 27 · 2.79 xG
0 G on 23 · 1.64 xG
Off rebounds
0 G on 2 · 0.39 xG
0 G on 4 · 0.61 xG

Wrist shots carried the volume: WSH went 3-for-29, TOR 0-for-24. WSH scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
M. Fehérváry
#42 · D · WSH
1 G · 1 A · 2 SOG · 18:16 TOI · +3
D. Strome
#17 · C · WSH
1 G · 1 A · 1 SOG · 16:34 TOI · +2
T. Wilson
#43 · R · WSH
0 G · 1 A · 0 SOG · 18:51 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • L. Thompson (WSH) stopped 2.8 goals above expected.
  • WSH had the higher quality looks — 0.072 xG/shot vs 0.046.
  • WSH was lethal off the rush — 4 goals on 27 rush chances.
  • TOR created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • TOR underperformed xG by 2.8 — wasted quality chances.
  • L. Thompson (WSH) saved 2.8 goals above expected — stole the show.
  • A. Stolarz (TOR) saved 3.5 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · WSH at TOR · 7:30 PM ET

Capitals at Maple Leafs: a genuine coin flip

By the ModelJul 12, 10:54 AMEdited for clarity
Win probability

The model's lean

52%
WSH
Model favorite
52%
48%
WSH50TOR

WSH by 4 points of win probability — effectively a coin flip. Projected score WSH 2.62.5 TOR; 18% chance it's tied after 60.

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

Tale of the tape

WSH← edge
edge →TOR
50.0%5v5 xG%46.0%
49.0%Corsi%45.0%
2.62xGF / 602.24
2.62xGA / 602.67
2.18Goals for / gm2.09
1.79Goals against / gm2.52
1.018PDO — luck, not skill1.002

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

Source · MoneyPuck season tables · 5v5

The model projects 2.6 goals for Washington and 2.5 for Toronto, with the Capitals at 52% win probability—a true pick'em. This is about as close to a coin flip as you'll find.

Washington commands the underlying play. The Capitals carry 50.0% 5v5 expected goals and 49.0% Corsi%, indicating sustained territorial control. Toronto sits at 46.0% xG and 45.0% Corsi%—a gap that typically decides these contests.

The Maple Leafs are wounded. They're underwater at -8 goal differential over their last 10 games, suggesting either defensive lapses or goaltending inconsistency that hasn't corrected. That deficit looms large.

The wrinkle: Auston Matthews, Toronto's leading threat at 1.10 xG/60 (17G 13A, 1 HD goal, 10.6% shooting), hasn't played in 27 days and is likely injured. That erases the Leafs' offensive edge. John Tavares (0.91 xG/60, 15G 24A, 3 HD goals, 12.4% shooting) becomes the primary source.

Washington counters with depth. Alex Ovechkin (0.97 xG/60, 19G 17A, 2 HD goals, 13.8% shooting) and Anthony Beauvillier (0.89 xG/60, 14G 9A, 2 HD goals, 10.4% shooting) present two legitimate threats to Toronto's thin defensive wall.

One caveat: the Capitals' 1.018 PDO is running hot. Expect regression—the gap between Washington's underlying play and its goal output will close. But 52% today still belongs to Washington.

This is as close as they get.

Computed danger · scouting

Players to watch

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
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
Source · MoneyPuck skaters