Backcheck
Recap · TOR at WSH

Capitals hold off the Maple Leafs

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

By the ModelJul 11, 6:31 PMxG: xgboost-0.758Edited for clarity
Away
TOR
Toronto Maple Leafs
2
Home
WSH
Washington Capitals
4
FINAL
Process vs result

The underlying story

3.40Expected goals4.25
56% share for the better side
22Shot attempts (SOG)34
7High-danger chances5
51Corsi (all attempts)65
Score-adjusted: 40% / 60%
Source · NHL play-by-play · XGBoost xG

Toronto had more scoring chances and still lost. The Maple Leafs finished with 7 high-danger chances to Washington's 5, yet fell 2-4. The Capitals' control went deeper than the scoreboard — at 5v5, they held 56% of expected goals (4.25–3.40) and 61% of shot attempts (34–22).

The gap between Toronto's chances and result was pure variance. The Maple Leafs underperformed their xG by 1.40 goals while J. Woll made 30 of 33 saves (0.909 SV%, +1.25 vs expected), not enough to overcome missed opportunities. Washington capitalized on its efficiency: 2 of 5 high-danger chances (40%), two goals from the rush, and 1 converted on 4 rebound chances. Toronto managed 0 of 3 rebounds.

L. Thompson stopped 20 of 22 (0.909 SV%, +1.40 vs expected), backing a Capitals offense that converted when it counted.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TOR1 / 7 · 1.55 xG
WSH2 / 5 · 1.80 xG
Medium dangermid-range
TOR0 / 14 · 1.46 xG
WSH2 / 17 · 1.65 xG
Low dangerperimeter & point
TOR1 / 30 · 0.39 xG
WSH0 / 43 · 0.81 xG

TOR went 0-for-14 from medium danger on 1.46 expected goals — 1.5 left on the table.

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

Finishing vs expected

expectedactual
TOR
2 G · 3.40 xG · -1.4
WSH
4 G · 4.25 xG · -0.3
012345
Goalies · GSAx (goals saved above expected)
J. WollTOR
+1.3
L. ThompsonWSH
+1.4

TOR finished -1.4 against expected, WSH -0.3 — L. Thompson (WSH) saved 1.4 goals above expected.

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

Shot diet

goalsshots
TOR
SNAP2/18
SLAP0/5
TIP IN0/6
BACKHAND0/6
WRIST0/3
BAT0/0
OTHER0/13
WSH
SNAP1/26
SLAP2/10
TIP IN0/6
BACKHAND1/3
WRIST0/5
BAT0/1
OTHER0/14
TOR
WSH
Off the rush
1 G on 28 · 2.59 xG
2 G on 37 · 2.84 xG
Off rebounds
0 G on 3 · 0.53 xG
1 G on 4 · 0.46 xG

Snap shots carried the volume: TOR went 2-for-18, WSH 1-for-26. WSH scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
T. Wilson
#43 · R · WSH
1 G · 1 A · 2 SOG · 19:36 TOI · +2
C. McMichael
#24 · L · WSH
1 G · 1 A · 5 SOG · 15:49 TOI · +2
J. Chychrun
#6 · D · WSH
1 G · 0 A · 4 SOG · 24:08 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Woll (TOR) stopped 1.3 goals above expected.
  • WSH was clinical in the high-danger zone — 2/5 on HD chances (40%).
  • WSH was lethal off the rush — 2 goals on 37 rush chances.
  • WSH created 4 rebound opportunities (1 converted) — crashing the net effectively.
  • TOR created 3 rebound opportunities (0 converted) — crashing the net effectively.
Before the game — the model's pre-game read
Preview · TOR at WSH · 5:00 PM ET

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

By the ModelJul 11, 6:05 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

Washington's underlying play justifies the favorite label. The model projects a 2.4-2.8 goal game with the Capitals at 56% win probability—a number explained by 5v5 control: Washington owns 50.0% xG% and 49.0% Corsi% while Toronto sits at 46.0% and 45.0%.

Form widens the gap. Washington is 6-3-1 over their last ten games; Toronto is -7 in goal differential over the same span. The Leafs aren't trending the right way.

The counterargument is Washington's PDO at 1.018—running hot enough to invite regression. Toronto's 1.002 sits closer to par, so if expected outcomes reassert themselves, the Capitals' edge compresses. The underlying numbers still favor Washington, but less decisively than win probability suggests.

Back-to-back fatigue clouds the goaltending picture. C. Lindgren and J. Woll each carry heavy workload into this matchup—watch for a backup start or visible tiredness.

Toronto's scoring hinges on concentrated punch; Washington's on distributed depth. Auston Matthews anchors the Leafs at 1.10 xG/60, with 17G 13A and 10.6% shooting. John Tavares (0.91 xG/60, 15G 24A, 12.4% shooting) provides secondary pressure, especially on the power play where he's posted three high-danger goals.

Alex Ovechkin leads Washington's charge at 19G 17A despite 0.97 xG/60—a gap that hints at both finish quality and variance. Anthony Beauvillier (0.89 xG/60, 14G 9A, 10.4% shooting) adds secondary thrust. Washington's advantage is multiple scoring threats, not a single gravitational center.

The Corsi% gap dictates the game: Washington will dominate possession, forcing Toronto to maximize efficiency on transitions. Toronto's 46.0% xG rate is respectable; conversion and goaltending determine if they can withstand territorial pressure.

The edge belongs to Washington. Expect a night of Capitals control, with their depth converting the model's advantage into the expected margin.

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