Backcheck
Recap · VAN at WSH

Canucks steal one from the Capitals against the run of play

The Canucks stole one. They lost the expected-goals battle 3.06–5.40 and won anyway.

By the ModelJul 11, 12:27 PMxG: xgboost-0.758Edited for clarity
Away
VAN
Vancouver Canucks
4
Home
WSH
Washington Capitals
3
FINAL
Process vs result

The underlying story

3.06Expected goals5.40
64% share for the better side
24Shot attempts (SOG)31
3High-danger chances9
37Corsi (all attempts)84
Score-adjusted: 25% / 75%
Source · NHL play-by-play · XGBoost xG

The Canucks won a game they had no business winning. Vancouver took a 4–3 victory from Washington despite losing the expected-goals battle 5.40–3.06—a 64–36 split so lopsided it made the final score look like an arithmetic error.

The Capitals' dominance was comprehensive. They won 31 shot attempts to 24, generated nine high-danger chances to three, and held 56% of shot volume. Their power play was surgical: two goals on 23 shots (1.90 xG). On paper, Washington controlled this game completely.

T. Demko broke the script. The Vancouver goalie made 28 saves on 31 shots (0.903 SV%), finishing +2.40 against expected goals—meaning he stopped 2.4 more goals than the Capitals should have scored. C. Lindgren, Washington's starter, cut the other direction: 20 saves on 24 shots (0.833 SV%), sitting –0.94, a performance that handed the Canucks the margin.

Vancouver's winning came from two edges. The Canucks exploited the rush ruthlessly, scoring two goals from 22 chances. The Capitals created more rebound opportunities (eight) than Vancouver (seven), but converted just one to Vancouver's two. The goaltending mismatch decided it.

John Carlson's snap shot from the point at 17:46 of the third was Washington's best chance, though it proved immaterial.

The Three Stars:

  • T. Myers (VAN, #57): 1G, 1A in 26:12
  • C. Garland (VAN, #8): 2A in 22:20
  • T. Wilson (WSH, #43): 2A in 20:57
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
VAN1 / 3 · 0.68 xG
WSH1 / 9 · 2.24 xG
Medium dangermid-range
VAN3 / 16 · 1.95 xG
WSH1 / 22 · 2.36 xG
Low dangerperimeter & point
VAN0 / 18 · 0.43 xG
WSH1 / 53 · 0.80 xG

WSH went 1-for-22 from medium danger on 2.36 expected goals — 1.4 left on the table.

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

Finishing vs expected

expectedactual
VAN
4 G · 3.06 xG · +0.9
WSH
3 G · 5.40 xG · -2.4
0123456
Goalies · GSAx (goals saved above expected)
T. DemkoVAN
+2.4
C. LindgrenWSH
-0.9

VAN finished +0.9 against expected, WSH -2.4 — T. Demko (VAN) saved 2.4 goals above expected.

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

Shot diet

goalsshots
VAN
SNAP2/10
WRIST2/7
SLAP0/8
TIP IN0/2
BACKHAND0/6
WRAP AROUND0/1
POKE0/1
DEFLECTED0/0
OTHER0/2
WSH
SNAP3/34
WRIST0/11
SLAP0/5
TIP IN0/6
BACKHAND0/2
WRAP AROUND0/1
POKE0/0
DEFLECTED0/1
OTHER0/24
VAN
WSH
Off the rush
2 G on 22 · 1.88 xG
1 G on 36 · 3.86 xG
Off rebounds
2 G on 7 · 1.04 xG
1 G on 8 · 0.69 xG

Snap shots carried the volume: VAN went 2-for-10, WSH 3-for-34. VAN scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
T. Myers
#57 · D · VAN
1 G · 1 A · 3 SOG · 26:12 TOI · +1
C. Garland
#8 · R · VAN
0 G · 2 A · 4 SOG · 22:20 TOI · +1
T. Wilson
#43 · R · WSH
0 G · 2 A · 1 SOG · 20:57 TOI · -2
Ranked from the box score — points first · Backcheck
What the model flagged
  • VAN stole this one. WSH owned 64% of the xG and lost.
  • T. Demko (VAN) stopped 2.4 goals above expected.
  • VAN was lethal off the rush — 2 goals on 22 rush chances.
  • WSH created 8 rebound opportunities (1 converted) — crashing the net effectively.
  • VAN created 7 rebound opportunities (2 converted) — crashing the net effectively.
  • WSH underperformed xG by 2.4 — wasted quality chances.
  • T. Demko (VAN) saved 2.4 goals above expected — stole the show.
  • WSH power play was dominant — 2 PPG on 23 PP shots (1.90 xG).
Before the game — the model's pre-game read
Preview · VAN at WSH · 12:30 PM ET

The Capitals are the model's lean over the Canucks — and regression is coming

By the ModelJun 16, 3:04 PMEdited for clarity
Win probability

The model's lean

57%
WSH
Model favorite
43%
57%
VAN50WSH

WSH by 14 points of win probability — a modest lean. Projected score VAN 2.42.9 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

VAN← edge
edge →WSH
44.0%5v5 xG%50.0%
46.0%Corsi%49.0%
2.22xGF / 602.62
2.81xGA / 602.62
1.60Goals for / gm2.18
2.56Goals against / gm1.79
0.974PDO — luck, not skill1.018

WSH holds 6 of 6 process categories — and PDO (0.974 vs 1.018) says WSH has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects Washington at 57% to win, targeting a 2.4–2.9 goal scoresheet. That edge rests on underlying play: Washington dominates shot quality with 50.0% 5v5 expected goals against Vancouver's 44.0%. Corsi% tells the same story (49.0% for Washington, 46.0% for Vancouver).

But Washington is running unsustainably hot. Its 1.018 PDO—the all-in measure of puck luck—will regress. Vancouver, sitting at 0.974, is underperforming its chances and faces positive regression in the other direction. The model's edge, grounded in shot quality, narrows once luck normalizes.

Goaltending adds uncertainty. K. Lankinen faces a back-to-back. Whether Washington deploys a backup or runs its starter on fumes is unknowable until puck drop, but fatigue becomes a variable the model cannot forecast.

Filip Chytil is Vancouver's most dangerous weapon. At 1.03 xG/60, he generates at an elite rate, converted 3 goals on 15.0% shooting—room for regression, but a threat tonight. Linus Karlsson (0.95 xG/60, 13G 16A, 14.1% shooting) spreads that load, steady and efficient. Victor Mancini profiles as Vancouver's defensive vulnerability.

Washington counters with Alex Ovechkin at 0.97 xG/60, posting 19 goals and 17 assists on 13.8% shooting. Not Chytil-hot, but elite volume and deployment move the needle. Anthony Beauvillier (0.89 xG/60, 14G 9A, 10.4% shooting) adds secondary punch. Declan Chisholm represents Washington's defensive liability.

Neither team has generated high-danger goals or rebounds at meaningful rates—both register 0% for those buckets—so the advantage concentrates on baseline shot generation and which goaltender stays fresher.

Computed danger · scouting

Players to watch

VAN
Filip Chytil3G 0A
1.03 xG/60 · 1 HD · 15.0% sh
Linus Karlsson13G 16A
0.95 xG/60 · 2 HD · 14.1% 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