Backcheck
Recap · DAL at VGK

Stars edge the Golden Knights in a shootout

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

By the ModelJul 12, 3:18 AMxG: xgboost-0.758Edited for clarity
Away
DAL
Dallas Stars
5
Home
VGK
Vegas Golden Knights
4
FINAL / OT
Process vs result

The underlying story

4.24Expected goals2.98
59% share for the better side
27Shot attempts (SOG)21
11High-danger chances5
56Corsi (all attempts)61
Score-adjusted: 43% / 57%
Source · NHL play-by-play · XGBoost xG

Dallas won 5–4 in a shootout, but the underlying play wasn't close—the Stars controlled 59% of expected goals (4.24 to 2.98) and commanded high-danger chances 11–5.

The Golden Knights squeezed out luck. They overperformed their xG by 1.02 goals despite holding just 44% of shot attempts (21–27). The Stars also beat their model by 0.76, but their quality advantage made the difference.

J. Oettinger's performance defines Dallas's edge. Facing 21 shots, he saved 17 and posted a 100% save percentage on five high-danger chances. A. Hill made 23 of 27 saves (0.852 SV%) for Vegas, solid work that couldn't overcome the volume and quality his defense surrendered.

Dallas attacked through the rush—2 goals on 27 rush opportunities—and generated five rebound chances, converting one. Vegas was lethal on the counter: 3 goals on 22 rush attempts. The quality gap remained stark: Dallas shot at 0.076 expected goals per shot versus Vegas's 0.049.

Mikko Rantanen's snap shot from the high slot in the shootout proved decisive.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
DAL3 / 11 · 2.47 xG
VGK0 / 5 · 1.25 xG
Medium dangermid-range
DAL1 / 15 · 1.39 xG
VGK3 / 10 · 1.15 xG
Low dangerperimeter & point
DAL0 / 30 · 0.38 xG
VGK1 / 46 · 0.58 xG

VGK went 3-for-10 from medium danger on 1.15 expected goals — 1.9 above expected.

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

Finishing vs expected

expectedactual
DAL
5 G · 4.24 xG · +0.8
VGK
4 G · 2.98 xG · +1.0
0123456
Goalies · GSAx (goals saved above expected)
J. OettingerDAL
-1.0
A. HillVGK
+0.2

DAL finished +0.8 against expected, VGK +1.0 — J. Oettinger (DAL) allowed 1.0 more goals than expected.

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

Shot diet

goalsshots
DAL
WRIST1/28
SNAP3/9
SLAP0/2
BACKHAND0/0
TIP IN0/2
DEFLECTED0/1
BAT0/1
OTHER0/13
VGK
WRIST3/17
SNAP1/7
SLAP0/5
BACKHAND0/6
TIP IN0/2
DEFLECTED0/0
BAT0/0
OTHER0/24
DAL
VGK
Off the rush
2 G on 27 · 2.72 xG
3 G on 22 · 2.33 xG
Off rebounds
1 G on 5 · 0.66 xG
0 G on 1 · 0.09 xG

Wrist shots carried the volume: DAL went 1-for-28, VGK 3-for-17. 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
1 G · 1 A · 2 SOG · 21:23 TOI
M. Bourque
#22 · C · DAL
2 G · 0 A · 4 SOG · 17:09 TOI · +1
S. Steel
#18 · C · DAL
0 G · 2 A · 2 SOG · 16:15 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Oettinger (DAL) gave up 1.0 goals more than expected — well below their workload.
  • Open game — 16 high-danger chances combined (VGK 5, DAL 11).
  • DAL had the higher quality looks — 0.076 xG/shot vs 0.049.
  • VGK couldn't convert — 0/5 on high-danger chances. That won't happen often.
  • VGK was lethal off the rush — 3 goals on 22 rush chances.
  • DAL was lethal off the rush — 2 goals on 27 rush chances.
  • DAL created 5 rebound opportunities (1 converted) — crashing the net effectively.
  • J. Oettinger was a wall on HD chances — 100% SV on 5 high-danger shots.
Before the game — the model's pre-game read
Preview · DAL at VGK · 10:00 PM ET

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

By the ModelJul 12, 3:17 AMEdited for clarity
Win probability

The model's lean

55%
VGK
Model favorite
45%
55%
DAL50VGK

VGK by 10 points of win probability — a modest lean. Projected score DAL 2.22.5 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

DAL← edge
edge →VGK
51.0%5v5 xG%54.0%
47.0%Corsi%52.0%
2.36xGF / 602.52
2.29xGA / 602.11
2.07Goals for / gm2.12
1.68Goals against / gm2.10
1.024PDO — luck, not skill0.983

VGK holds 5 of 6 process categories — and PDO (1.024 vs 0.983) says DAL has run hotter.

Source · MoneyPuck season tables · 5v5

Vegas takes 55% win probability and a projected 2.2–2.5 scoreline. The model sees an edge in territorial control and underlying shot quality.

The Golden Knights own the even-strength play: 54.0% xG to Dallas's 51.0%. Volume follows: Vegas controls 52.0% Corsi, meaning the puck lives in Dallas's half. That's not a razor-thin edge—it's sustained dominance.

The kicker is regression. Vegas runs a 0.983 PDO, meaning they're playing cold relative to the quality they generate. Dallas sits at 1.024, running hot on the strength of elite finishing. Expect the Golden Knights to climb closer to their underlying performance while Dallas normalizes downward—a natural hedge on both ends.

Jason Robertson anchors Dallas's attack: 0.96 xG per 60, 25 goals, 21 assists, and a 12.4% shooting rate. He's the focal point Vegas must manage. Michael Bunting operates at a smaller scale (8 goals, 14 assists, 0.83 xG/60) but at a torrid 7.6% shooting rate, a marker of unsustainable finishing that could reverse.

On the Vegas side, Brandon Saad is likely inactive, removing a 0.91 xG/60 producer from the equation. Tomas Hertl becomes the secondary generator: 0.88 xG/60, 5 goals, 17 assists, shooting at 4.3%. Without Saad's presence, Hertl carries more offensive load than usual.

Dallas has a defensive vulnerability in Tyler Myers. Vegas's 52.0% Corsi exploits exactly that—volume and positioning stress weak spots. Rasmus Andersson presents a similar liability for Vegas, a target Dallas will probe on limited opportunities.

Both teams sit at 0% on high-danger goals and rebound conversion—unusual, and a signal that neither has found garbage offense. This game settles on primary scoring and chance quality, not opportunistic volume.

The model leans Vegas because underlying performance predicts outcomes better than current PDO luck. Dallas has overperformed. Vegas hasn't. That gap closes.

Computed danger · scouting

Players to watch

DAL
Jason Robertson25G 21A
0.96 xG/60 · 2 HD · 12.4% sh
Michael Bunting8G 14A
0.83 xG/60 · 0 HD · 7.6% 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