Backcheck
Recap · CHI at VGK

Golden Knights shut out the Blackhawks, 4-0

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

By the ModelJul 12, 7:15 AMxG: xgboost-0.758Edited for clarity
Away
CHI
Chicago Blackhawks
0
Home
VGK
Vegas Golden Knights
4
FINAL
Process vs result

The underlying story

2.34Expected goals4.56
66% share for the better side
21Shot attempts (SOG)32
3High-danger chances8
45Corsi (all attempts)52
Score-adjusted: 53% / 47%
Source · NHL play-by-play · XGBoost xG

A. Hill's goaltending sealed a rout. Vegas' goalie stopped 2.34 goals above expected, converting a controlled advantage into a shutout. Chicago underperformed their 2.34 expected goals by the same margin—the Blackhawks' offensive futility was met by Vegas' defensive excellence.

Vegas dominated underlying play. They controlled 66% of 5v5 expected goals (4.56–2.34), 60% of shot attempts (32–21), and 8–3 on high-danger chances. More tellingly, Vegas generated premium chances: 0.088 expected goals per shot versus Chicago's 0.052. They had both volume and precision.

Chicago created little of value. Zero goals on 2.34 expected goals—a chasm that in most games produces a closer result. They assembled three rebound opportunities and buried none. Vegas crashed the net with better discipline and got the bounces, converting one of five rebound chances. On the power play, Chicago never got a look. Vegas scored on 2 of 8 power-play shots, generating 1.48 expected goals to show the opportunities were legitimate.

The turning point arrived early in the second when P. Dorofeyev fired a wrist shot from the doorstep at 12:51. He finished with 2 goals and an assist in 15:08. M. Marner and M. Stone supplied 2 assists apiece, maintaining Vegas' pressure. Vegas was also lethal in transition, scoring 2 goals on 29 rush attempts.

S. Knight made 28 saves on 32 shots for Chicago (0.875 save percentage, 0.56 above expected). A. Hill's 21-for-21 night made the difference.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
CHI0 / 3 · 0.59 xG
VGK1 / 8 · 1.92 xG
Medium dangermid-range
CHI0 / 10 · 1.10 xG
VGK2 / 19 · 2.08 xG
Low dangerperimeter & point
CHI0 / 32 · 0.64 xG
VGK1 / 25 · 0.55 xG

CHI went 0-for-10 from medium danger on 1.10 expected goals — 1.1 left on the table.

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

Finishing vs expected

expectedactual
CHI
0 G · 2.34 xG · -2.3
VGK
4 G · 4.56 xG · -0.6
012345
Goalies · GSAx (goals saved above expected)
S. KnightCHI
+0.6
A. HillVGK
+2.3

CHI finished -2.3 against expected, VGK -0.6 — A. Hill (VGK) saved 2.3 goals above expected.

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

Shot diet

goalsshots
CHI
WRIST0/17
TIP IN0/5
SNAP0/7
SLAP0/6
BACKHAND0/3
DEFLECTED0/0
OTHER0/7
VGK
WRIST2/20
TIP IN1/12
SNAP0/4
SLAP1/4
BACKHAND0/4
DEFLECTED0/1
OTHER0/7
CHI
VGK
Off the rush
0 G on 22 · 1.66 xG
2 G on 29 · 3.28 xG
Off rebounds
0 G on 3 · 0.25 xG
1 G on 5 · 0.85 xG

Wrist shots carried the volume: CHI went 0-for-17, VGK 2-for-20. 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 · 1 A · 5 SOG · 15:08 TOI · +1
M. Marner
#93 · R · VGK
0 G · 2 A · 0 SOG · 17:33 TOI · +1
M. Stone
#61 · R · VGK
0 G · 2 A · 4 SOG · 15:31 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • A. Hill (VGK) stopped 2.3 goals above expected.
  • VGK generated far more dangerous chances — 0.088 xG/shot vs 0.052. Quality over quantity.
  • VGK was lethal off the rush — 2 goals on 29 rush chances.
  • VGK created 5 rebound opportunities (1 converted) — crashing the net effectively.
  • CHI created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • CHI underperformed xG by 2.3 — wasted quality chances.
  • A. Hill (VGK) saved 2.3 goals above expected — stole the show.
  • VGK power play was dominant — 2 PPG on 8 PP shots (1.48 xG).
Before the game — the model's pre-game read
Preview · CHI at VGK · 10:00 PM ET

The Golden Knights should handle the Blackhawks — with PDO regression in play

By the ModelJul 12, 7:13 AMEdited for clarity
Win probability

The model's lean

62%
VGK
Model favorite
38%
62%
CHI50VGK

VGK by 24 points of win probability — a clear lean. Projected score CHI 2.12.9 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

CHI← edge
edge →VGK
42.0%5v5 xG%54.0%
46.0%Corsi%52.0%
2.17xGF / 602.52
2.94xGA / 602.11
1.84Goals for / gm2.12
2.41Goals against / gm2.10
0.996PDO — luck, not skill0.983

VGK holds 6 of 6 process categories — and PDO (0.996 vs 0.983) says CHI has run hotter.

Source · MoneyPuck season tables · 5v5

Vegas has this one. The model projects a 2.1 - 2.9 result favoring the Golden Knights at 62% win probability, and the underlying fundamentals back it up.

The Knights dominate territorially. They're at 54.0% expected goals at 5v5 against Chicago's 42.0%, controlling Corsi 52.0% to 46.0%. That dominance doesn't translate fully to goals—yet.

The reason is PDO regression. Vegas sits at 0.983, converting fewer goals than their shot quality deserves. That's not sustainable; the positive correction is coming. Chicago's PDO at 0.996 sits closer to equilibrium, meaning their regression points down—fewer goals from the same looks.

Chicago's offense rests on Tyler Bertuzzi (0.85 xG/60, 20 goals, 7 high-danger chances, 18.0% shooting) and Connor Bedard (0.82 xG/60, 17 goals, 5 high-danger chances, 11.8% shooting). The problem: they generate only 42.0% of the shot attempts at 5v5. Elite talent needs volume to matter.

Vegas counters with Brandon Saad (0.91 xG/60, 3 goals) and Tomas Hertl (0.88 xG/60, 5 goals). Both create dangerous looks—Saad at 4.1% shooting, Hertl at 4.3%—yet underperform their expected goal rates. When Vegas's PDO normalizes, these two benefit first.

Both teams deploy goalies on back-to-backs. A. Hill and S. Knight are each candidates for reduced minutes or fatigue, which neither offense can exploit efficiently enough to overcome the five-point talent gap.

Players to Watch

Chicago

  • Tyler Bertuzzi — 0.85 xG/60, 20G 15A, 7 HD goals, 18.0% shooting
  • Connor Bedard — 0.82 xG/60, 17G 27A, 5 HD goals, 11.8% shooting

Vegas

  • Brandon Saad — 0.91 xG/60, 3G 6A, 1 HD goal, 4.1% shooting
  • Tomas Hertl — 0.88 xG/60, 5G 17A, 1 HD goal, 4.3% shooting

The model has Vegas at better-than-even odds because the fundamentals are decisively in their favor. When the PDO correction comes, the Knights cash.

Computed danger · scouting

Players to watch

CHI
Tyler Bertuzzi20G 15A
0.85 xG/60 · 7 HD · 18.0% sh
Connor Bedard17G 27A
0.82 xG/60 · 5 HD · 11.8% 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