Backcheck
Recap · COL at VGK

Avalanche edge the Golden Knights in a shootout

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

By the ModelJul 11, 10:09 PMxG: xgboost-0.758Edited for clarity
Away
COL
Colorado Avalanche
6
Home
VGK
Vegas Golden Knights
5
FINAL / OT
Process vs result

The underlying story

5.24Expected goals3.65
59% share for the better side
39Shot attempts (SOG)25
9High-danger chances8
100Corsi (all attempts)46
Score-adjusted: 72% / 28%
Source · NHL play-by-play · XGBoost xG

Vegas generated higher xG per shot—0.079 versus Colorado's 0.052—yet lost 6-5 in a shootout, an efficiency reversal that captured the game's core tension. Colorado's expected-goals advantage (5.24-3.65) was real but built on volume; Denver forced the issue through relentless five-on-five play, and the shootout made it stick.

Colorado and Vegas traded high-danger chances near even: Vegas eight, Colorado nine. The mismatch wasn't in chance creation but in goaltending efficiency. Scott Wedgewood gave up 1.35 more goals than expected against 25 shots. Vegas overperformed their xG by 1.35 goals; Colorado by 0.76. Both teams beat their models, yet the scoreboard still favored Denver.

Vegas's goaltender held at 0.872 SV%, a strong night blunted by volume. But execution mattered more. Vegas was lethal rushing—three goals from 19 chances—applying precision where it counted. Colorado answered with five rush goals on 39 attempts, pure volume that somehow won the accuracy battle. Close-range opportunities went begging: Vegas created four rebound looks and converted zero; Colorado eight and zero. No easy money either side.

Nathan MacKinnon ended it in the shootout from the high slot, snapping a 5-5 tie. Sam Malinski worked the other direction: three assists in 19 minutes from the blue line, a quiet orchestrator. Nicolas Hanifin matched pace with two assists in 26 minutes for Vegas—understated in defeat.

The numbers sided with Vegas. Sharper shot, fewer mistakes, tighter efficiency. But Colorado's dominance in raw chances and the shootout's win-or-lose logic conspired to make the scoreboard disagree with every meaningful metric but one.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
COL1 / 9 · 2.11 xG
VGK2 / 8 · 2.00 xG
Medium dangermid-range
COL2 / 22 · 2.23 xG
VGK2 / 10 · 1.09 xG
Low dangerperimeter & point
COL2 / 69 · 0.89 xG
VGK1 / 28 · 0.56 xG

COL went 1-for-9 from high danger on 2.11 expected goals — 1.1 left on the table.

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

Finishing vs expected

expectedactual
COL
6 G · 5.24 xG · +0.8
VGK
5 G · 3.65 xG · +1.4
01234567
Goalies · GSAx (goals saved above expected)
S. WedgewoodCOL
-1.3
C. HartVGK
+0.2

COL finished +0.8 against expected, VGK +1.4 — S. Wedgewood (COL) allowed 1.3 more goals than expected.

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

Shot diet

goalsshots
COL
WRIST4/33
SNAP1/13
TIP IN0/7
SLAP0/9
BACKHAND0/5
DEFLECTED0/2
WRAP AROUND0/1
BAT0/1
OTHER0/29
VGK
WRIST1/21
SNAP0/8
TIP IN2/4
SLAP1/2
BACKHAND1/3
DEFLECTED0/0
WRAP AROUND0/0
BAT0/0
OTHER0/8
COL
VGK
Off the rush
5 G on 39 · 3.00 xG
3 G on 19 · 1.67 xG
Off rebounds
0 G on 8 · 1.29 xG
0 G on 4 · 1.08 xG

Wrist shots carried the volume: COL went 4-for-33, VGK 1-for-21. COL scored 5 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
N. MacKinnon
#29 · C · COL
1 G · 2 A · 9 SOG · 25:28 TOI · +2
S. Malinski
#70 · D · COL
0 G · 3 A · 3 SOG · 19:11 TOI · +3
N. Hanifin
#15 · D · VGK
0 G · 2 A · 3 SOG · 26:01 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • S. Wedgewood (COL) gave up 1.3 goals more than expected — well below their workload.
  • Open game — 17 high-danger chances combined (VGK 8, COL 9).
  • VGK generated far more dangerous chances — 0.079 xG/shot vs 0.052. Quality over quantity.
  • COL scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • VGK was lethal off the rush — 3 goals on 19 rush chances.
  • COL was lethal off the rush — 5 goals on 39 rush chances.
  • VGK created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • COL created 8 rebound opportunities (0 converted) — crashing the net effectively.
Before the game — the model's pre-game read
Preview · COL at VGK · 10:00 PM ET

Avalanche at Golden Knights: a genuine coin flip

By the ModelJul 11, 10:06 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 leans Colorado at 51%, but projects just 2.6 goals for the Avalanche against 2.5 for Vegas. This is a pick'em with numbers to back it.

Colorado controls territorial play. Their 57.0% Corsi rate proves the point: they win the even-strength possession game decisively. Vegas generates 54.0% expected goals, competitive but not commanding. Colorado's 57.0% xG%, though, reveals the true gap—they're creating more dangerous chances, not just more volume.

Vegas is running cold. A 0.983 PDO means shots and saves aren't cooperating; regression will lift them toward expected output. Colorado has the inverse problem: 1.021 PDO signals they're outscoring their underlying play. The model's 51% tilt toward Colorado despite their edge suggests the algorithm expects cooling.

Artturi Lehkonen anchors Colorado at 1.11 expected goals per 60 minutes with a 14.9% shooting rate, reflected in his 18 goals and 6 high-danger chances. Ross Colton follows at 1.10 xG/60, though his 4.9% shooting percentage leaves room for positive regression.

Vegas counters with Brandon Saad (0.91 xG/60, 3 goals) and Tomas Hertl (0.88 xG/60, 4.3% shooting). Both wear the signature of underperformance—offensive play not yet translating to scoring. Denver must defend with precision knowing Vegas's threats are closer to producing than the scoreboard shows.

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