Backcheck
Recap · VGK at CBJ

Golden Knights hold off the Blue Jackets

The Golden Knights stole one. They lost the expected-goals battle 1.84–2.46 and won anyway.

By the ModelJul 11, 8:16 PMxG: xgboost-0.758Edited for clarity
Away
VGK
Vegas Golden Knights
3
Home
CBJ
Columbus Blue Jackets
2
FINAL
Process vs result

The underlying story

1.84Expected goals2.46
57% share for the better side
26Shot attempts (SOG)30
1High-danger chances4
61Corsi (all attempts)59
Score-adjusted: 52% / 49%
Source · NHL play-by-play · XGBoost xG

Vegas won 3–2 but had no business doing it. Columbus controlled 57% of the expected goals (2.46 to 1.84) and 54% of shot attempts. The Golden Knights overperformed their xG by 1.16 goals—a heist powered by variance, not execution.

Columbus dominated the quality battle. Their chances averaged 0.042 xG per shot versus Vegas's 0.030. They also won high-danger opportunities 4–1. The Jackets created the right game; they just lost it anyway.

Goaltending decided the margin. J. Greaves faced the exact volume Columbus deserved but allowed 1.16 more goals than expected. C. Hart in Vegas saved 28 of 30 for a 0.933 save percentage—efficient enough to backstop the theft.

Both teams found the rush. Vegas scored three rush goals on 23 chances; Columbus scored two on 25. Small margins at speed, but Vegas converted when it mattered. Brayden McNabb's snap shot from a sharp angle (P3, 13:13) proved to be the difference in a one-goal game.

This was Vegas maximizing scraps while Columbus wasted territory. The Jackets left points on the table with superior chances, better possession, and a familiar final score: a loss despite dominating underneath.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
VGK0 / 1 · 0.21 xG
CBJ0 / 4 · 0.82 xG
Medium dangermid-range
VGK1 / 11 · 1.03 xG
CBJ2 / 14 · 1.22 xG
Low dangerperimeter & point
VGK2 / 49 · 0.60 xG
CBJ0 / 41 · 0.41 xG

VGK went 2-for-49 from low danger on 0.60 expected goals — 1.4 above expected.

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

Finishing vs expected

expectedactual
VGK
3 G · 1.84 xG · +1.2
CBJ
2 G · 2.46 xG · -0.5
01234
Goalies · GSAx (goals saved above expected)
C. HartVGK
+0.5
J. GreavesCBJ
-1.2

VGK finished +1.2 against expected, CBJ -0.5 — J. Greaves (CBJ) allowed 1.2 more goals than expected.

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

Shot diet

goalsshots
VGK
WRIST0/18
SNAP3/15
SLAP0/6
BACKHAND0/0
TIP IN0/1
WRAP AROUND0/0
POKE0/0
OTHER0/21
CBJ
WRIST2/18
SNAP0/7
SLAP0/5
BACKHAND0/5
TIP IN0/0
WRAP AROUND0/1
POKE0/1
OTHER0/22
VGK
CBJ
Off the rush
3 G on 23 · 1.37 xG
2 G on 25 · 1.79 xG
Off rebounds
0 G on 1 · 0.10 xG
0 G on 2 · 0.43 xG

Wrist shots carried the volume: VGK went 0-for-18, CBJ 2-for-18. VGK scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
M. Marner
#93 · R · VGK
0 G · 3 A · 1 SOG · 16:46 TOI · +2
Z. Werenski
#8 · D · CBJ
0 G · 1 A · 2 SOG · 25:53 TOI · +1
S. Theodore
#27 · D · VGK
0 G · 1 A · 4 SOG · 22:43 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • VGK stole this one. CBJ owned 57% of the xG and lost.
  • J. Greaves (CBJ) gave up 1.2 goals more than expected — well below their workload.
  • CBJ generated far more dangerous chances — 0.042 xG/shot vs 0.030. Quality over quantity.
  • VGK scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • CBJ was lethal off the rush — 2 goals on 25 rush chances.
  • VGK was lethal off the rush — 3 goals on 23 rush chances.
Before the game — the model's pre-game read
Preview · VGK at CBJ · 7:00 PM ET

Golden Knights at Blue Jackets: a genuine coin flip

By the ModelJul 11, 8:14 PMEdited for clarity
Win probability

The model's lean

50%
CBJ
Model favorite
50%
50%
VGK50CBJ

CBJ by 0 points of win probability — effectively a coin flip. Projected score VGK 2.52.5 CBJ; 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 →CBJ
54.0%5v5 xG%52.0%
52.0%Corsi%51.0%
2.52xGF / 602.63
2.11xGA / 602.43
2.12Goals for / gm2.12
2.10Goals against / gm1.98
0.983PDO — luck, not skill1.003

The season numbers split 33 — no clear process edge — and PDO (0.983 vs 1.003) says CBJ has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects VGK 2.5 – 2.5 CBJ with the Blue Jackets at 50% win probability. This is as close to a pick'em as you'll find.

Vegas has the form advantage. The Golden Knights are 5-2-3 in their last ten. Columbus sits -13 in goal differential over the same stretch, a gap that rarely closes overnight.

But underlying metrics suggest regression ahead for Vegas. VGK's 54.0% xG% and 52.0% Corsi% exceed Columbus's 52.0% xG% and 51.0% Corsi%, confirming a skill edge—yet their 0.983 PDO indicates they're running cold. Columbus operates at 1.003 PDO, running hot on variance.

Both teams' goaltenders are on back-to-backs. J. Greaves and A. Schmid may start fatigued or see reduced minutes, a variable that typically favors the team striking first.

Vegas's scoring depends on Brandon Saad and Tomas Hertl. Saad generates 0.91 xG/60 with a 4.1% shooting percentage—a modest return despite 3G 6A and 1 hard-hit goal. Hertl contributes 5G 17A with 0.88 xG/60 and 4.3% shooting, distributing offense evenly between scoring and setup. The Blue Jackets must account for both to contain Vegas's pressure.

Columbus answers with Boone Jenner and Mathieu Olivier. Jenner anchors the attack with 0.98 xG/60, 9.6% shooting, 11G 21A, and 2 hard-hit goals. Olivier is even sharper: 13.3% shooting on 0.89 xG/60 with 12G 9A makes him the kind of finisher Vegas cannot ignore.

Defensive weaknesses invite attack. Rasmus Andersson represents Vegas's vulnerable point; Conor Garland is Columbus's. Neither team converts hard-hit or rebound chances—both operate at 0%—which means the game rewards clean zone entry and shot placement over second-effort desperation.

The formula tilts marginally toward Vegas. Recent form, underlying skill, and a tired opponent create an edge. But Olivier and Jenner's finishes keep this a genuine coin flip.

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
CBJ
Boone Jenner11G 21A
0.98 xG/60 · 2 HD · 9.6% sh
Mathieu Olivier12G 9A
0.89 xG/60 · 1 HD · 13.3% sh
Source · MoneyPuck skaters