Backcheck
Recap · COL at VGK

Avalanche run the Golden Knights off the ice on the underlying numbers

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

By the ModelJul 11, 1:56 PMxG: xgboost-0.758Edited for clarity
Away
COL
Colorado Avalanche
4
Home
VGK
Vegas Golden Knights
2
FINAL
Process vs result

The underlying story

3.55Expected goals2.36
60% share for the better side
26Shot attempts (SOG)23
5High-danger chances2
52Corsi (all attempts)66
Score-adjusted: 39% / 61%
Source · NHL play-by-play · XGBoost xG

The Avalanche's 4-2 win was never in doubt underneath—Colorado's dominance in shot quality and volume was absolute. They led 5-2 in high-danger chances and controlled 60% of expected goals (3.55–2.36), a gap at 5v5 that fully explains the final margin.

Vegas's problem wasn't poor shot selection but shot scarcity. They held just 47% of the shot volume (23–26 overall) and generated only 0.036 expected goals per attempt—less than half of Colorado's 0.068. The Avalanche didn't just outshoot Vegas; they outshot them at nearly double the offensive efficiency per look.

The goaltending split confirmed the one-sided battle. S. Wedgewood stopped 21 of 23 shots (0.913 SV%), while C. Lindbom saved 22 of 25 (0.880 SV%), overperforming by 0.55 against expectations. Even elite goaltending couldn't overcome such thin offensive pressure. Colorado was clinical in high-danger situations—2 goals on 5 chances (40%). They won decisively off the rush: 3 goals on 28 attempts versus Vegas's 2 on 26.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
COL2 / 5 · 1.47 xG
VGK1 / 2 · 0.50 xG
Medium dangermid-range
COL2 / 15 · 1.58 xG
VGK0 / 12 · 1.22 xG
Low dangerperimeter & point
COL0 / 32 · 0.50 xG
VGK1 / 52 · 0.63 xG

VGK went 0-for-12 from medium danger on 1.22 expected goals — 1.2 left on the table.

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

Finishing vs expected

expectedactual
COL
4 G · 3.55 xG · +0.5
VGK
2 G · 2.36 xG · -0.4
012345
Goalies · GSAx (goals saved above expected)
S. WedgewoodCOL
+0.4
C. LindbomVGK
+0.5

COL finished +0.5 against expected, VGK -0.4 — C. Lindbom (VGK) saved 0.5 goals above expected.

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

Shot diet

goalsshots
COL
WRIST3/28
SLAP1/6
BACKHAND0/4
SNAP0/2
TIP IN0/1
WRAP AROUND0/0
DEFLECTED0/0
OTHER0/11
VGK
WRIST2/26
SLAP0/4
BACKHAND0/2
SNAP0/4
TIP IN0/3
WRAP AROUND0/1
DEFLECTED0/1
OTHER0/25
COL
VGK
Off the rush
3 G on 28 · 2.09 xG
2 G on 26 · 1.66 xG
Off rebounds
0 G on 3 · 0.48 xG
0 G on 2 · 0.29 xG

Wrist shots carried the volume: COL went 3-for-28, VGK 2-for-26. COL scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
M. Necas
#88 · C · COL
1 G · 2 A · 2 SOG · 19:57 TOI · +3
C. Makar
#8 · D · COL
1 G · 1 A · 2 SOG · 26:41 TOI · +3
M. Marner
#93 · R · VGK
1 G · 1 A · 4 SOG · 23:29 TOI · -1
Ranked from the box score — points first · Backcheck
What the model flagged
  • COL had the higher quality looks — 0.068 xG/shot vs 0.036.
  • COL was clinical in the high-danger zone — 2/5 on HD chances (40%).
  • VGK was lethal off the rush — 2 goals on 26 rush chances.
  • COL was lethal off the rush — 3 goals on 28 rush chances.
  • COL created 3 rebound opportunities (0 converted) — crashing the net effectively.
Before the game — the model's pre-game read
Preview · COL at VGK · 4:00 PM ET

Avalanche at Golden Knights: a genuine coin flip

By the ModelJul 11, 1:55 PMEdited for clarity
Win probability

The model's lean

51%
COL
Model favorite
51%
49%
COL50VGK

COL by 2 points of win probability — effectively a coin flip. Projected score COL 2.62.5 VGK; 18% chance it's tied after 60.

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

Tale of the tape

COL← edge
edge →VGK
57.0%5v5 xG%54.0%
57.0%Corsi%52.0%
3.03xGF / 602.52
2.30xGA / 602.11
2.63Goals for / gm2.12
1.56Goals against / gm2.10
1.021PDO — luck, not skill0.983

COL holds 5 of 6 process categories — and PDO (1.021 vs 0.983) says COL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.6-2.5 Avalanche victory with Colorado at 51% win probability. This matchup is about as close to a pick'em as you'll get.

Colorado owns territory at 57.0% Corsi—near-total possession control. That edge compounds in shot quality: 57.0% xG% means Colorado's chances are both more frequent and cleaner. Artturi Lehkonen drives the offense at 1.11 expected goals per 60 minutes while carrying an extreme 14.9% shooting rate (18 goals, 22 assists). Ross Colton pairs similarly strong underlying numbers at 1.10 xG/60 with anemic finishing at 4.9% (7 goals, 15 assists), a gap that will close.

Vegas plays from behind. At 54.0% xG% and 52.0% Corsi, the Golden Knights lose possession wars and generate fewer high-quality chances. But their 0.983 PDO is a warning: they're shooting below what their process suggests they should. Brandon Saad (0.91 xG/60, 3 goals, 6 assists) and Tomas Hertl (0.88 xG/60, 5 goals, 17 assists) remain inefficient in volume, yet both shoot at 4.1% and 4.3% respectively—levels that typically regress upward.

Colorado's 1.021 PDO cuts the other direction. The Avalanche are converting at a rate beyond what their shot quality justifies, which means regression is coming. Lehkonen's 14.9% shooting rate will drift downward, and that erosion alone costs them wins.

The matchup ultimately splits on timing. Vegas has the long-term bet—positive regression in conversion rates. Colorado controls the present: possession, execution, efficiency. Whichever force prevails first likely decides the game.

Computed danger · scouting

Players to watch

COL
Artturi Lehkonen18G 22A
1.11 xG/60 · 6 HD · 14.9% sh
Ross Colton7G 15A
1.10 xG/60 · 1 HD · 4.9% sh
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
Source · MoneyPuck skaters