Backcheck
Recap · VGK at MTL

J. Dobes stands tall as the Canadiens edge the Golden Knights

The Canadiens stole one. They lost the expected-goals battle 4.81–4.32 and won anyway.

By the ModelJul 12, 2:45 AMxG: xgboost-0.758Edited for clarity
Away
VGK
Vegas Golden Knights
2
Home
MTL
Montreal Canadiens
3
FINAL / OT
Process vs result

The underlying story

4.81Expected goals4.32
53% share for the better side
34Shot attempts (SOG)26
11High-danger chances6
63Corsi (all attempts)63
Score-adjusted: 50% / 50%
Source · NHL play-by-play · XGBoost xG

Vegas out-chanced Montreal 11–6 on high-danger chances and still lost 3–2 in overtime. J. Dobes saved 2.81 goals above expected while A. Schmid stopped 1.32 above expected—a gap that decided the game.

Montreal was lethal off the rush (two goals on 25 chances), and Jake Evans's backhander at 03:58 of overtime ended it.

Vegas held a measurable advantage: 4.81 expected goals to Montreal's 4.32. Yet the Golden Knights converted zero of their 11 high-danger chances. They scored twice from low-danger spots, the kind opposing goalies typically stop. Vegas created eight rebound opportunities and converted none; Montreal created four and converted one.

Vegas generated superior chances and wasted them.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
VGK0 / 11 · 2.79 xG
MTL2 / 6 · 1.94 xG
Medium dangermid-range
VGK0 / 13 · 1.41 xG
MTL0 / 16 · 1.71 xG
Low dangerperimeter & point
VGK2 / 39 · 0.60 xG
MTL1 / 41 · 0.67 xG

VGK went 0-for-11 from high danger on 2.79 expected goals — 2.8 left on the table.

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

Finishing vs expected

expectedactual
VGK
2 G · 4.81 xG · -2.8
MTL
3 G · 4.32 xG · -1.3
0123456
Goalies · GSAx (goals saved above expected)
A. SchmidVGK
+1.3
J. DobesMTL
+2.8

VGK finished -2.8 against expected, MTL -1.3 — J. Dobes (MTL) saved 2.8 goals above expected.

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

Shot diet

goalsshots
VGK
SNAP1/34
BACKHAND0/2
WRIST0/3
TIP IN1/2
SLAP0/3
DEFLECTED0/1
OTHER0/18
MTL
SNAP0/22
BACKHAND2/8
WRIST0/4
TIP IN1/5
SLAP0/3
DEFLECTED0/2
OTHER0/19
VGK
MTL
Off the rush
2 G on 28 · 3.07 xG
2 G on 25 · 2.90 xG
Off rebounds
0 G on 8 · 1.51 xG
1 G on 4 · 0.75 xG

Snap shots carried the volume: VGK went 1-for-34, MTL 0-for-22. VGK scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
P. Dorofeyev
#16 · R · VGK
2 G · 0 A · 8 SOG · 19:16 TOI · +2
M. Matheson
#8 · D · MTL
0 G · 1 A · 2 SOG · 24:25 TOI · +2
N. Dobson
#53 · D · MTL
0 G · 1 A · 0 SOG · 20:41 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • A. Schmid (VGK) stopped 1.3 goals above expected.
  • Open game — 17 high-danger chances combined (MTL 6, VGK 11).
  • VGK couldn't convert — 0/11 on high-danger chances. That won't happen often.
  • VGK scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • MTL was lethal off the rush — 2 goals on 25 rush chances.
  • VGK was lethal off the rush — 2 goals on 28 rush chances.
  • MTL created 4 rebound opportunities (1 converted) — crashing the net effectively.
  • VGK created 8 rebound opportunities (0 converted) — crashing the net effectively.
  • VGK underperformed xG by 2.8 — wasted quality chances.
  • J. Dobes (MTL) saved 2.8 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · VGK at MTL · 7:00 PM ET

Golden Knights at Canadiens: a genuine coin flip

By the ModelJul 12, 2:44 AMEdited for clarity
Win probability

The model's lean

54%
VGK
Model favorite
54%
46%
VGK50MTL

VGK by 8 points of win probability — a modest lean. Projected score VGK 2.62.4 MTL; 18% chance it's tied after 60.

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

Tale of the tape

VGK← edge
edge →MTL
54.0%5v5 xG%48.0%
52.0%Corsi%49.0%
2.52xGF / 602.41
2.11xGA / 602.62
2.12Goals for / gm2.24
2.10Goals against / gm1.96
0.983PDO — luck, not skill1.018

VGK holds 4 of 6 process categories — and PDO (0.983 vs 1.018) says MTL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects Vegas at 54% win probability—about as close to a pick'em as you'll find. The underlying metrics explain why: Vegas owns the play and the expected-goal advantage, while Montreal's hot shooting creates a plausible counter.

Vegas has controlled almost everything. They're generating shot quality at 54.0% expected goals versus Montreal's 48.0%, and they're winning the territorial battle at 52.0% Corsi. That's the kind of edge that typically wins games. Montreal's counter is simpler: they're running hot at 1.018 PDO, which means they're outperforming their underlying talent by more than a full percentage point. Vegas, meanwhile, sits at 0.983 PDO—they're underperforming their play and should regress upward.

The offensive matchups reveal where variance is most likely to correct. Brandon Saad leads Vegas with 0.91 xG/60 and 3G 6A, shooting at an unsustainably low 4.1%. Tomas Hertl (0.88 xG/60, 5G 17A) is equally dangerous, and his 4.3% shooting rate is equally unlikely to hold. Cole Caufield remains Montreal's best weapon—0.97 xG/60 and 33 goals this season—but his 20.0% conversion rate is an outlier by definition. Oliver Kapanen (0.83 xG/60, 19G 12A) adds secondary scoring, though his 17.8% shooting suggests he's benefiting from the team's hot streak rather than driving it.

The defensive battleground is equally clear. Rasmus Andersson must handle Vegas' 52.0% Corsi advantage and the volume it creates. Mike Matheson faces Montreal's mounting challenge: they can't sustain this shooting percentage, and when it regresses, Vegas' territorial control becomes decisive.

The model says Vegas. The underlying play says Vegas. Montreal is simply running hot.

Computed danger · scouting

Players to watch

VGK
Brandon Saad3G 6A
0.91 xG/60 · 1 HD · 4.1% sh
Tomas Hertl5G 17A
0.88 xG/60 · 1 HD · 4.3% sh
MTL
Cole Caufield33G 16A
0.97 xG/60 · 1 HD · 20.0% sh
Oliver Kapanen19G 12A
0.83 xG/60 · 4 HD · 17.8% sh
Source · MoneyPuck skaters