Backcheck
Recap · LAK at VGK

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

The Kings stole one. They lost the expected-goals battle 2.33–3.73 and won anyway.

By the ModelJul 12, 1:13 PMxG: xgboost-0.758Edited for clarity
Away
LAK
Los Angeles Kings
6
Home
VGK
Vegas Golden Knights
5
FINAL / OT
Process vs result

The underlying story

2.33Expected goals3.73
62% share for the better side
26Shot attempts (SOG)35
4High-danger chances7
46Corsi (all attempts)70
Score-adjusted: 38% / 62%
Source · NHL play-by-play · XGBoost xG

The Kings edged the Golden Knights 6-5 in a shootout despite losing the xG battle 3.73–2.33. Vegas owned the game and lost anyway—this was a heist.

Golden Knights dominated by every metric: 62% of expected goals at 5v5, 57% of shot attempts (35–26), and 7–4 on high-danger chances. When a superior team plays like one and still loses, variance did the stealing.

Variance, specifically. The Golden Knights overperformed their xG by 1.27 goals; the Kings overperformed theirs by 3.67. A. Forsberg (LAK) gave up 1.27 more goals than expected yet won. A. Hill (VGK) gave up 2.67 more goals than expected and lost. Both goalies underperformed their shot quality.

The Kings were ruthless in high-leverage situations: 75% on high-danger chances and 5 goals on only 19 rush chances. Vegas was far less efficient—43% on high-danger chances and 5 goals on 32 rush chances. Vegas's only elite edge was the power play: 2 goals on 11 shots (0.95 xG).

P. Dorofeyev's backhander from the doorstep in the shootout was the decisive moment.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
LAK3 / 4 · 0.87 xG
VGK3 / 7 · 1.66 xG
Medium dangermid-range
LAK1 / 10 · 1.05 xG
VGK1 / 14 · 1.44 xG
Low dangerperimeter & point
LAK1 / 32 · 0.41 xG
VGK1 / 49 · 0.63 xG

LAK went 3-for-4 from high danger on 0.87 expected goals — 2.1 above expected.

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

Finishing vs expected

expectedactual
LAK
6 G · 2.33 xG · +3.7
VGK
5 G · 3.73 xG · +1.3
01234567
Goalies · GSAx (goals saved above expected)
A. ForsbergLAK
-1.3
A. HillVGK
-2.7

LAK finished +3.7 against expected, VGK +1.3 — A. Hill (VGK) allowed 2.7 more goals than expected.

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

Shot diet

goalsshots
LAK
WRIST2/14
SNAP1/8
BACKHAND1/4
SLAP0/2
TIP IN0/2
DEFLECTED1/1
OTHER0/15
VGK
WRIST0/10
SNAP4/16
BACKHAND0/7
SLAP1/8
TIP IN0/7
DEFLECTED0/1
OTHER0/21
LAK
VGK
Off the rush
5 G on 19 · 1.84 xG
5 G on 32 · 3.21 xG
Off rebounds
0 G on 1 · 0.04 xG
0 G on 2 · 0.13 xG

Wrist shots carried the volume: LAK went 2-for-14, VGK 0-for-10. LAK scored 5 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 · 5 SOG · 22:04 TOI · +2
P. Dorofeyev
#16 · R · VGK
3 G · 0 A · 5 SOG · 20:14 TOI
M. Marner
#93 · R · VGK
0 G · 2 A · 3 SOG · 22:48 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • LAK stole this one. VGK owned 62% of the xG and lost.
  • A. Forsberg (LAK) gave up 1.3 goals more than expected — well below their workload.
  • VGK was clinical in the high-danger zone — 3/7 on HD chances (43%).
  • LAK was clinical in the high-danger zone — 3/4 on HD chances (75%).
  • VGK was lethal off the rush — 5 goals on 32 rush chances.
  • LAK was lethal off the rush — 5 goals on 19 rush chances.
  • LAK outperformed their expected goals by 2.7 — elite finishing or lucky bounces.
  • VGK power play was dominant — 2 PPG on 11 PP shots (0.95 xG).
Before the game — the model's pre-game read
Preview · LAK at VGK · 10:00 PM ET

Kings at Golden Knights: a genuine coin flip

By the ModelJun 16, 2:00 PMEdited for clarity
Win probability

The model's lean

54%
VGK
Model favorite
46%
54%
LAK50VGK

VGK by 8 points of win probability — a modest lean. Projected score LAK 2.32.5 VGK; 19% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season profile · edge from the spine

Tale of the tape

LAK← edge
edge →VGK
52.0%5v5 xG%54.0%
52.0%Corsi%52.0%
2.42xGF / 602.52
2.20xGA / 602.11
1.85Goals for / gm2.12
1.71Goals against / gm2.10
1.002PDO — luck, not skill0.983

VGK holds 5 of 6 process categories — and PDO (1.002 vs 0.983) says LAK has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects this as nearly even: Vegas at 54% win probability, putting Los Angeles around 2.3 to 2.5 odds. That's as close to a pick'em as the numbers get.

Los Angeles is the hotter team by points pace, at 5-2-0 over their last ten games. Vegas is underwater at -7 goal differential in the same stretch—a sign that play hasn't aligned with results.

Season-level 5v5 efficiency splits both ways. Los Angeles has generated 52.0% expected goals and 52.0% Corsi; Vegas leads slightly at 54.0% xG% while matching 52.0% Corsi. The divergence is Vegas' 0.983 PDO. That's cold luck. They're underperforming their underlying play, and positive regression almost always follows.

Offensively, Los Angeles leans on Jeff Malott (1.06 xG/60, 3 goals, 6 assists, 5.7% shooting) and Alex Turcotte (0.92 xG/60, 3 goals, 11 assists, 4.6% shooting). Vegas counters with Brandon Saad (0.91 xG/60, 3 goals, 6 assists, 1 high-danger goal, 4.1% shooting) and Tomas Hertl (0.88 xG/60, 5 goals, 17 assists, 1 high-danger goal, 4.3% shooting). Los Angeles leans on volume; Vegas relies on depth scorers. Neither team generates much from the high-danger area—both sitting at 0% high-danger and 0% rebound goals.

Defensively, Adrian Kempe is Los Angeles' weak link; Rasmus Andersson is Vegas'. Neither defense is leaking dangerous chances, but neither is generating them either.

Vegas' luck almost always drifts back toward the mean. But Los Angeles has momentum, and it's playing at home. The model says coin flip. The data agrees.

  • Vegas' 0.983 PDO is cold and due for regression—if it corrects, Vegas' win probability rises above 54%.
  • No team is exploiting the high-danger area, so special teams and rebound discipline become the tiebreakers.
  • Home ice for Los Angeles is the counterweight to Vegas' underlying skill advantage—the coin flip holds if the trend continues.
Computed danger · scouting

Players to watch

LAK
Jeff Malott3G 6A
1.06 xG/60 · 0 HD · 5.7% sh
Alex Turcotte3G 11A
0.92 xG/60 · 0 HD · 4.6% 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