Backcheck
Recap · WPG at VGK

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

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

By the ModelJul 12, 11:37 AMxG: xgboost-0.758Edited for clarity
Away
WPG
Winnipeg Jets
2
Home
VGK
Vegas Golden Knights
6
FINAL
Process vs result

The underlying story

2.84Expected goals4.38
61% share for the better side
23Shot attempts (SOG)38
3High-danger chances4
42Corsi (all attempts)67
Score-adjusted: 42% / 58%
Source · NHL play-by-play · XGBoost xG

Vegas dominated the underlying play and turned it into an even uglier scoreline. The Knights held 62 percent of shot attempts (38 to 23) and 61 percent of expected goals (4.38 to 2.84), margins that should have predicted a comfortable win—but not 6–2.

The gap came from goaltending. Hart stopped 21 of 23 (0.913 SV%), beating his expected performance by 0.84 goals. Hellebuyck, facing a harder workload, managed 32 saves on 38 (0.842 SV%) and surrendered 1.62 more goals than expected. That gap in save percentage cascaded through the entire game.

Vegas turned its control into scoring by attacking the rush. They scored six goals on 26 rush chances—more than half their total. Their power play was equally clinical: two goals on 25 power-play shots (1.74 xG expected), converting their most dangerous looks. Winnipeg's rebound creation was competent—four rebound chances, one converted—but too late.

By the time the Jets mounted anything resembling a response, the Knights had built an insurmountable lead. Scheifele kept Winnipeg's hope alive with a goal and assist, but underlying percentages don't come back from four goals down.

Three Stars

  • J. Eichel (VGK)—1G, 3A
  • M. Stone (VGK)—1G, 2A
  • M. Scheifele (WPG)—1G, 1A
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WPG1 / 3 · 0.90 xG
VGK1 / 4 · 0.91 xG
Medium dangermid-range
WPG1 / 13 · 1.47 xG
VGK4 / 28 · 2.96 xG
Low dangerperimeter & point
WPG0 / 26 · 0.47 xG
VGK1 / 35 · 0.51 xG

VGK went 4-for-28 from medium danger on 2.96 expected goals — 1.0 above expected.

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

Finishing vs expected

expectedactual
WPG
2 G · 2.84 xG · -0.8
VGK
6 G · 4.38 xG · +1.6
01234567
Goalies · GSAx (goals saved above expected)
C. HellebuyckWPG
-1.6
C. HartVGK
+0.8

WPG finished -0.8 against expected, VGK +1.6 — C. Hellebuyck (WPG) allowed 1.6 more goals than expected.

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

Shot diet

goalsshots
WPG
WRIST1/16
SNAP0/3
SLAP0/6
TIP IN1/3
BACKHAND0/2
DEFLECTED0/1
BAT0/1
OTHER0/10
VGK
WRIST2/24
SNAP3/10
SLAP0/6
TIP IN1/9
BACKHAND0/2
DEFLECTED0/1
BAT0/1
OTHER0/14
WPG
VGK
Off the rush
1 G on 18 · 1.92 xG
6 G on 26 · 2.44 xG
Off rebounds
1 G on 4 · 0.57 xG
0 G on 7 · 0.91 xG

Wrist shots carried the volume: WPG went 1-for-16, VGK 2-for-24. VGK scored 6 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Eichel
#9 · C · VGK
1 G · 3 A · 4 SOG · 17:34 TOI · +3
M. Stone
#61 · R · VGK
1 G · 2 A · 3 SOG · 16:06 TOI · +3
M. Scheifele
#55 · C · WPG
1 G · 1 A · 2 SOG · 21:02 TOI · -1
Ranked from the box score — points first · Backcheck
What the model flagged
  • C. Hellebuyck (WPG) gave up 1.6 goals more than expected — well below their workload.
  • VGK was lethal off the rush — 6 goals on 26 rush chances.
  • VGK created 7 rebound opportunities (0 converted) — crashing the net effectively.
  • WPG created 4 rebound opportunities (1 converted) — crashing the net effectively.
  • VGK outperformed their expected goals by 1.6 — elite finishing or lucky bounces.
  • VGK power play was dominant — 2 PPG on 25 PP shots (1.74 xG).
Before the game — the model's pre-game read
Preview · WPG at VGK · 10:00 PM ET

The Golden Knights are the model's lean over the Jets — with PDO regression in play

By the ModelJul 12, 11:36 AMEdited for clarity
Win probability

The model's lean

58%
VGK
Model favorite
42%
58%
WPG50VGK

VGK by 16 points of win probability — a clear lean. Projected score WPG 2.22.7 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

WPG← edge
edge →VGK
48.0%5v5 xG%54.0%
49.0%Corsi%52.0%
2.34xGF / 602.52
2.55xGA / 602.11
1.90Goals for / gm2.12
2.10Goals against / gm2.10
0.998PDO — luck, not skill0.983

VGK holds 6 of 6 process categories — and PDO (0.998 vs 0.983) says WPG has run hotter.

Source · MoneyPuck season tables · 5v5

Vegas is the model's choice here. The projection runs 2.2 to 2.7 goals in Vegas's favor, with the Golden Knights sitting at 58% to win. The setup is simple: the Knights own the underlying play.

Vegas controls the shot matrix at 5v5. The Knights generate 54.0% expected goals to Winnipeg's 48.0%, a meaningful separation. That edge extends to possession: Vegas drives Corsi at 52.0% against Winnipeg's 49.0%, which means territorial tilt all night. This is not variance. This is structure.

The variance story sits elsewhere. Vegas's PDO checks in at 0.983—running cold. That's the kind of regression waiting to correct. Winnipeg's 0.998 is neutral, which means the gap on the scoresheet shouldn't last.

C. Hart draws the back-to-back, which opens the question: does Winnipeg start him or go to the bench? A fatigued Hart is Vegas's edge; a fresh backup flips it. Watch for the pregame call.

The player tiers tell the story of why Vegas owns this. Winnipeg leans on Nino Niederreiter (0.87 xG/60, 6 goals, 6 assists, 3 high-danger goals, 8.6% shooting) and Kyle Connor (0.83 xG/60, 25 goals, 30 assists, 2 high-danger goals, 13.0% shooting). Connor's volume is there, but his shooting rate is inflated—that's not sustainable. Niederreiter is the sharper threat: his high-danger conversion is real.

Vegas counters with Brandon Saad (0.91 xG/60, 3 goals, 6 assists, 1 high-danger goal, 4.1% shooting, though likely out) and Tomas Hertl (0.88 xG/60, 5 goals, 17 assists, 1 high-danger goal, 4.3% shooting). Saad's absence narrows Vegas's flank—meaningful loss. Hertl becomes the heavier lift, his assist volume suggesting he generates for others more than finishes himself.

The defensive seams are where the night resolves. Winnipeg's Colin Miller is the weak link. Vegas's Rasmus Andersson mirrors that vulnerability. If Vegas's underlying-play advantage translates through the neutral zone, it goes through those gaps. Niederreiter and Connor can close them down, but the model assumes Vegas's shot-generation edge converts faster than Winnipeg's adjustments.

Vegas by a goal, PDO correction in tow.

Computed danger · scouting

Players to watch

WPG
Nino Niederreiter6G 6A
0.87 xG/60 · 3 HD · 8.6% sh
Kyle Connor25G 30A
0.83 xG/60 · 2 HD · 13.0% 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