Backcheck
Recap · VGK at NYI

Islanders steal one from the Golden Knights against the run of play

The Islanders stole one. They lost the expected-goals battle 4.90–2.60 and won anyway.

By the ModelJul 11, 7:55 PMxG: xgboost-0.758Edited for clarity
Away
VGK
Vegas Golden Knights
4
Home
NYI
New York Islanders
5
FINAL / OT
Process vs result

The underlying story

4.90Expected goals2.60
65% share for the better side
37Shot attempts (SOG)27
9High-danger chances3
62Corsi (all attempts)53
Score-adjusted: 54% / 46%
Source · NHL play-by-play · XGBoost xG

New York won 5–4 in a shootout despite being dominated on expected goals, 2.60 to 4.90. The Islanders engineered this heist through goaltending and rush scoring — a win built on variance favoring goaltender efficiency.

Vegas controlled possession and shot quality. The Golden Knights averaged 0.079 xG per shot against the Islanders' 0.049. New York compensated by attacking in transition: four goals on 29 rush chances beat Vegas's two on 27.

Emil Heineman's wrist shot from the high slot in the shootout proved decisive.

Goaltending was the difference. I. Sorokin stopped 33 of 37 shots (0.892 SV%, +0.90 vs expected), surpassing his workload. C. Hart (VGK) moved the opposite way: 23 saves on 27 shots (0.852 SV%, −1.40 vs expected). Hart surrendered 1.4 more goals than expected.

The underlying counts confirmed Vegas's edge: 37 shot attempts to New York's 27. High-danger chances extended that gap to 9–3. New York created three rebound opportunities (converting none) while Vegas created eight (converting two).

B. Horvat (NYI) led scorers with two goals in 22:19. J. Eichel and M. Stone (VGK) each notched two assists in similar ice time (24:30 and 22:32, respectively).

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
VGK3 / 9 · 2.29 xG
NYI1 / 3 · 0.71 xG
Medium dangermid-range
VGK1 / 19 · 2.08 xG
NYI2 / 12 · 1.17 xG
Low dangerperimeter & point
VGK0 / 34 · 0.53 xG
NYI1 / 38 · 0.72 xG

VGK went 1-for-19 from medium danger on 2.08 expected goals — 1.1 left on the table.

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

Finishing vs expected

expectedactual
VGK
4 G · 4.90 xG · -0.9
NYI
5 G · 2.60 xG · +2.4
0123456
Goalies · GSAx (goals saved above expected)
C. HartVGK
-1.4
I. SorokinNYI
+0.9

VGK finished -0.9 against expected, NYI +2.4 — C. Hart (VGK) allowed 1.4 more goals than expected.

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

Shot diet

goalsshots
VGK
WRIST1/23
SNAP2/12
SLAP0/6
TIP IN0/5
BACKHAND0/2
WRAP AROUND0/1
POKE1/1
BAT0/1
OTHER0/11
NYI
WRIST1/8
SNAP1/13
SLAP2/14
TIP IN0/4
BACKHAND0/2
WRAP AROUND0/0
POKE0/0
BAT0/0
OTHER0/12
VGK
NYI
Off the rush
2 G on 27 · 3.03 xG
4 G on 29 · 2.00 xG
Off rebounds
2 G on 8 · 1.38 xG
0 G on 3 · 0.33 xG

Wrist shots carried the volume: VGK went 1-for-23, NYI 1-for-8. NYI scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Eichel
#9 · C · VGK
0 G · 2 A · 4 SOG · 24:30 TOI · +1
M. Stone
#61 · R · VGK
0 G · 2 A · 3 SOG · 22:32 TOI · +2
B. Horvat
#14 · C · NYI
2 G · 0 A · 5 SOG · 22:19 TOI · -2
Ranked from the box score — points first · Backcheck
What the model flagged
  • NYI won despite being outplayed by xG (35%). Goaltending or finishing carried them.
  • C. Hart (VGK) gave up 1.4 goals more than expected — well below their workload.
  • VGK had the higher quality looks — 0.079 xG/shot vs 0.049.
  • NYI was lethal off the rush — 4 goals on 29 rush chances.
  • VGK was lethal off the rush — 2 goals on 27 rush chances.
  • NYI created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • VGK created 8 rebound opportunities (2 converted) — crashing the net effectively.
Before the game — the model's pre-game read
Preview · VGK at NYI · 7:00 PM ET

Golden Knights at Islanders: a genuine coin flip

By the ModelJul 11, 7:38 PMEdited for clarity
Win probability

The model's lean

53%
VGK
Model favorite
53%
47%
VGK50NYI

VGK by 6 points of win probability — a modest lean. Projected score VGK 2.62.4 NYI; 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 →NYI
54.0%5v5 xG%48.0%
52.0%Corsi%49.0%
2.52xGF / 602.48
2.11xGA / 602.69
2.12Goals for / gm1.78
2.10Goals against / gm1.94
0.983PDO — luck, not skill0.993

VGK holds 5 of 6 process categories — and PDO (0.983 vs 0.993) says NYI has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.6-2.4 Vegas win with the Golden Knights at 53% win probability. That qualifies as a genuine coin flip—there's no clarity in the numbers.

Vegas owns the underlying play. The Golden Knights control 54.0% of expected goals at 5v5, compared to the Islanders' 48.0%. Possession metrics amplify the advantage: Vegas drives the Corsi at 52.0% versus New York's 49.0%. Territorial dominance usually compounds into goals, but the Knights are running ice-cold. Their 0.983 PDO lags well behind neutral; the Islanders' 0.993 sits closer to normal. That imbalance suggests Vegas is the side due for positive regression.

The Islanders' goaltending introduces a wildcard. C. Hart is on a back-to-back, which typically means either a backup enters or a tired starter gets the workload. Models can't price that uncertainty in.

Brandon Saad (0.91 xG/60, 3G 6A, 1 HD goal, 4.1% shooting) is marked inactive, removing a layer from Vegas' attack. That leaves Tomas Hertl as the primary engine—0.88 xG/60, 5G 17A, 1 HD goal, 4.3% shooting. For New York, Anders Lee anchors the offense (1.20 xG/60, 9G 20A, 2 HD goals, 6.4% shooting), while Bo Horvat supplies volume (0.87 xG/60, 18G 10A, 3 HD goals, 12.8% shooting). Horvat's 12.8% shooting rate is inflated; regression is waiting.

Defensively, gaps matter. Rasmus Andersson is Vegas' weak link. Alexander Romanov fills the same role for New York.

Players to Watch

  • Tomas Hertl (VGK): 0.88 xG/60, 5G 17A, 1 HD goal, 4.3% shooting
  • Anders Lee (NYI): 1.20 xG/60, 9G 20A, 2 HD goals, 6.4% shooting
  • Bo Horvat (NYI): 0.87 xG/60, 18G 10A, 3 HD goals, 12.8% shooting

Vegas holds the edge in underlying play and should benefit from PDO bounce. But goaltending uncertainty and New York's scoring depth—particularly Lee—narrow the margin. Vegas at a slim favorite.

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
NYI
Anders Lee9G 20A
1.20 xG/60 · 2 HD · 6.4% sh
Bo Horvat18G 10A
0.87 xG/60 · 3 HD · 12.8% sh
Source · MoneyPuck skaters