Backcheck
Recap · VGK at LAK

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

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

By the ModelJul 12, 4:26 AMxG: xgboost-0.758Edited for clarity
Away
VGK
Vegas Golden Knights
6
Home
LAK
Los Angeles Kings
4
FINAL
Process vs result

The underlying story

4.34Expected goals2.70
62% share for the better side
25Shot attempts (SOG)19
6High-danger chances4
63Corsi (all attempts)57
Score-adjusted: 53% / 47%
Source · NHL play-by-play · XGBoost xG

Vegas controlled this game decisively: 62% of 5v5 expected goals (4.34–2.70), sharper shot quality (0.069 xG per attempt vs. Los Angeles's 0.047), and a 6-4 result that proved dominance into the scoresheet. The Kings played the worse game and paid the price.

But both teams got exceptionally lucky. Los Angeles outscored its xG by 1.30 goals—elite finishing—yet still lost by two because Vegas overperformed its xG by 1.66. When you're the worse team and the other side gets luckier, a six-goal deficit becomes inevitable.

The Kings created work anyway. They finished 2-for-10 on the power play (0.33 xG), converting special-team opportunities despite holding only 43% of 5v5 shot attempts. On the rush, they scored three times on 24 chances. Vegas matched that with four goals on 26 rush attempts, absorbing more volume and converting at equal rates.

The goaltending exposed the ceiling. A. Hill stopped 15 of 19 (0.789 SV%) but surrendered 1.30 expected goals above his line—a gap too wide to overcome. A. Forsberg saved 19 of 24 (0.792 SV%), 0.66 goals short of expected. Both played statistically well into a losing cause. Vegas's shot quality meant even routine saves from Hill read as defeats.

The turning point arrived at 19:32 of the third period: Ivan Barbashev's wrist shot from the wing extended Vegas's lead beyond Los Angeles's reach.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
VGK2 / 6 · 2.01 xG
LAK1 / 4 · 1.01 xG
Medium dangermid-range
VGK4 / 15 · 1.66 xG
LAK2 / 15 · 1.37 xG
Low dangerperimeter & point
VGK0 / 42 · 0.67 xG
LAK1 / 38 · 0.32 xG

VGK went 4-for-15 from medium danger on 1.66 expected goals — 2.3 above expected.

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

Finishing vs expected

expectedactual
VGK
6 G · 4.34 xG · +1.7
LAK
4 G · 2.70 xG · +1.3
01234567
Goalies · GSAx (goals saved above expected)
A. HillVGK
-1.3
A. ForsbergLAK
-0.7

VGK finished +1.7 against expected, LAK +1.3 — A. Hill (VGK) allowed 1.3 more goals than expected.

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

Shot diet

goalsshots
VGK
WRIST3/28
SNAP1/8
SLAP0/5
BACKHAND2/4
TIP IN0/2
DEFLECTED0/1
BAT0/1
OTHER0/14
LAK
WRIST1/14
SNAP1/4
SLAP1/4
BACKHAND0/3
TIP IN0/3
DEFLECTED1/3
BAT0/0
OTHER0/26
VGK
LAK
Off the rush
4 G on 26 · 1.81 xG
3 G on 24 · 2.19 xG
Off rebounds
1 G on 5 · 0.82 xG
0 G on 4 · 0.43 xG

Wrist shots carried the volume: VGK went 3-for-28, LAK 1-for-14. VGK scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
T. Laczynski
#28 · C · VGK
0 G · 3 A · 0 SOG · 15:43 TOI · +2
A. Kempe
#9 · R · LAK
1 G · 1 A · 4 SOG · 22:20 TOI
B. McNabb
#3 · D · VGK
0 G · 2 A · 4 SOG · 21:18 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • A. Hill (VGK) gave up 1.3 goals more than expected — well below their workload.
  • VGK had the higher quality looks — 0.069 xG/shot vs 0.047.
  • LAK was lethal off the rush — 3 goals on 24 rush chances.
  • VGK was lethal off the rush — 4 goals on 26 rush chances.
  • LAK created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • VGK created 5 rebound opportunities (1 converted) — crashing the net effectively.
  • VGK outperformed their expected goals by 1.7 — elite finishing or lucky bounces.
  • LAK power play was dominant — 2 PPG on 10 PP shots (0.33 xG).
Before the game — the model's pre-game read
Preview · VGK at LAK · 10:00 PM ET

Golden Knights at Kings: a genuine coin flip

By the ModelJul 12, 4:25 AMEdited for clarity
Win probability

The model's lean

50%
LAK
Model favorite
50%
50%
VGK50LAK

LAK by 0 points of win probability — effectively a coin flip. Projected score VGK 2.42.4 LAK; 19% 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 →LAK
54.0%5v5 xG%52.0%
52.0%Corsi%52.0%
2.52xGF / 602.42
2.11xGA / 602.20
2.12Goals for / gm1.85
2.10Goals against / gm1.71
0.983PDO — luck, not skill1.002

VGK holds 4 of 6 process categories — and PDO (0.983 vs 1.002) says LAK has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.4-2.4 game with the Kings at 50% win probability. This is as close to a pick'em as exists.

The matchup looks clean on paper. The Golden Knights own 54.0% xG and 52.0% Corsi; the Kings match that Corsi exactly while generating 52.0% xG. Everything is aligned. The difference is PDO: Vegas is running 0.983 (cold, due for regression) while Los Angeles sits at 1.002 (bumping along at expectation). That spread isn't destiny, but it's worth noting.

The Kings have struggled recently. Over their last 10 games, they're underwater at -6 goal differential—bleeding games they should be winning and losing games they shouldn't lose. If Vegas's PDO reverts upward, and it typically does, the Golden Knights should tilt this toward them. But recent form is real, and a coin flip doesn't guarantee the theory.

Players to Watch

VGK

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

LAK

  • Alex Laferriere — 0.87 xG/60, 16G 18A, 2 HD goals, 9.9% shooting
  • Jared Wright — 0.83 xG/60, 0G 4A

Saad's status is uncertain, but Hertl is the engine regardless—his 4.3% shot conversion is elite, and he's perennially dangerous on high-danger chances. Laferriere has been surprisingly efficient; his 9.9% shooting rate suggests he's winning pucks in prime spots. Wright is an assist machine in a zero-goal slump; that imbalance typically corrects.

The edge case here is penalty-kill stability. Vegas shows 0% HD and rebound rates in their tactical profile, which reads less as excellence and more as noise—small-sample territory. Los Angeles carries the same fingerprint. Neither team has a clear defensive vulnerability, though Rasmus Andersson for Vegas and Adrian Kempe for Los Angeles will draw scrutiny.

50-50 games are rare and usually forgettable, but this one has a clear leaning theory: Golden Knights catch fire when PDO normalizes. Whether that happens by puck luck or because Vegas tightens execution is the only question.

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
LAK
Alex Laferriere16G 18A
0.87 xG/60 · 2 HD · 9.9% sh
Jared Wright0G 4A
0.83 xG/60 · 0 HD · 0.0% sh
Source · MoneyPuck skaters