Backcheck
Recap · CHI at VGK

Golden Knights edge the Blackhawks in a shootout

The Golden Knights won a genuine coin flip — neither side controlled the run of play.

By the ModelJul 11, 6:44 PMxG: xgboost-0.758Edited for clarity
Away
CHI
Chicago Blackhawks
3
Home
VGK
Vegas Golden Knights
4
FINAL / OT
Process vs result

The underlying story

4.13Expected goals4.21
51% share for the better side
30Shot attempts (SOG)28
11High-danger chances11
65Corsi (all attempts)58
Score-adjusted: 52% / 48%
Source · NHL play-by-play · XGBoost xG

Vegas escaped 4–3 in a shootout despite failing to score on 11 high-danger chances—the kind of waste that usually ends in a loss. Chicago dominated high-danger opportunities with equal chances and converted at least one; the underlying numbers barely separated these teams at 4.21–4.13 expected goals.

S. Knight (CHI) made 25 of 28 saves at 0.893 SV%, stopping all 11 high-danger shots he faced and running 1.21 goals above expected. C. Hart (VGK) matched him with 27 of 30 saves at 0.900 SV%, conceding one high-danger chance and finishing 1.13 above expected. Both goalies overperformed by more than a full percentage point—a mutual exhibition of excellence.

Vegas held 48% of shot attempts (28–30 on goal). Chicago's rush attack was lethal—three goals on 29 chances—but the rebounding battle favored Vegas: six opportunities created, one converted, compared to Chicago's three created and zero converted. Vegas couldn't finish high-danger chances; Chicago couldn't finish rebounds.

Shea Theodore's backhander from the slot in the shootout broke the tie these teams had earned through goaltending and defensive structure. Vegas got lucky when it mattered most.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
CHI1 / 11 · 2.39 xG
VGK0 / 11 · 2.35 xG
Medium dangermid-range
CHI1 / 13 · 1.12 xG
VGK2 / 13 · 1.52 xG
Low dangerperimeter & point
CHI1 / 41 · 0.62 xG
VGK1 / 34 · 0.34 xG

VGK went 0-for-11 from high danger on 2.35 expected goals — 2.4 left on the table.

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

Finishing vs expected

expectedactual
CHI
3 G · 4.13 xG · -1.1
VGK
4 G · 4.21 xG · -0.2
012345
Goalies · GSAx (goals saved above expected)
S. KnightCHI
+1.2
C. HartVGK
+1.1

CHI finished -1.1 against expected, VGK -0.2 — S. Knight (CHI) saved 1.2 goals above expected.

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

Shot diet

goalsshots
CHI
WRIST2/24
SNAP1/8
SLAP0/7
BACKHAND0/2
TIP IN0/3
DEFLECTED0/3
POKE0/0
OTHER0/18
VGK
WRIST1/23
SNAP0/6
SLAP1/4
BACKHAND1/4
TIP IN0/2
DEFLECTED0/1
POKE0/1
OTHER0/17
CHI
VGK
Off the rush
3 G on 29 · 3.17 xG
1 G on 20 · 2.44 xG
Off rebounds
0 G on 3 · 0.23 xG
1 G on 6 · 1.13 xG

Wrist shots carried the volume: CHI went 2-for-24, VGK 1-for-23. CHI scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
S. Theodore
#27 · D · VGK
0 G · 2 A · 5 SOG · 25:17 TOI · +1
T. Bertuzzi
#59 · L · CHI
1 G · 1 A · 1 SOG · 20:20 TOI
I. Barbashev
#49 · L · VGK
1 G · 1 A · 1 SOG · 17:53 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • S. Knight (CHI) stopped 1.2 goals above expected.
  • Open game — 22 high-danger chances combined (VGK 11, CHI 11).
  • VGK couldn't convert — 0/11 on high-danger chances. That won't happen often.
  • CHI was lethal off the rush — 3 goals on 29 rush chances.
  • VGK created 6 rebound opportunities (1 converted) — crashing the net effectively.
  • CHI created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • S. Knight was a wall on HD chances — 100% SV on 11 high-danger shots.
  • C. Hart was a wall on HD chances — 91% SV on 11 high-danger shots.
Before the game — the model's pre-game read
Preview · CHI at VGK · 10:00 PM ET

The Golden Knights should handle the Blackhawks — with PDO regression in play

By the ModelJul 11, 6:58 PMEdited for clarity
Win probability

The model's lean

62%
VGK
Model favorite
38%
62%
CHI50VGK

VGK by 24 points of win probability — a clear lean. Projected score CHI 2.12.9 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

CHI← edge
edge →VGK
42.0%5v5 xG%54.0%
46.0%Corsi%52.0%
2.17xGF / 602.52
2.94xGA / 602.11
1.84Goals for / gm2.12
2.41Goals against / gm2.10
0.996PDO — luck, not skill0.983

VGK holds 6 of 6 process categories — and PDO (0.996 vs 0.983) says CHI has run hotter.

Source · MoneyPuck season tables · 5v5

Vegas carries a commanding edge. The model projects a 2.1-2.9 margin with the Golden Knights at 62% win probability—a straightforward outcome of Vegas controlling 54.0% of expected goals at 5v5 against Chicago's 42.0%. They own Corsi at 52.0%, tilting territorial control firmly in their favor.

Efficiency amplifies the gap. Vegas runs a 0.983 PDO—cold relative to their shot quality—which means positive regression is likely. Chicago's 0.996 indicates they're punching above variance; that won't persist.

Vegas's top scorers show the conversion gap. Brandon Saad projects 0.91 xG/60 while posting 3G 6A with 1 HD goal and a 4.1% shooting rate—volume without finish. Tomas Hertl posts 0.88 xG/60 with 5G 17A and 1 HD goal at 4.3%, closer to expectation but still running below what his play warrants. Both should regress upward.

Chicago counters with Tyler Bertuzzi, who projects 0.85 xG/60 while posting 20G 15A and 7 HD goals at an unsustainable 18.0% shooting rate. Connor Bedard (0.82 xG/60) supplies 17G 27A and 5 HD goals at 11.8% efficiency—genuine offensive talent, but not enough volume to offset Vegas's possession advantage. Bertuzzi's gap between current pace and underlying quality is particularly stark; he's converting chances at nearly double expectation.

Both teams have defensive vulnerabilities: Chicago's Anton Frondell and Vegas's Rasmus Andersson warrant attention. Neither is a fortress. But Vegas's territorial dominance—52.0% Corsi—dictates tempo and limits Chicago's rhythmic setup.

The 62% projection understates Vegas's advantage. They carry superior underlying metrics, top-end talent (after regression adjustments), and the possession control that compounds through a full game. Chicago's hot shooting—especially Bertuzzi's unsustainable rate—is their only realistic path. Regression and Vegas control is the expected outcome.

Computed danger · scouting

Players to watch

CHI
Tyler Bertuzzi20G 15A
0.85 xG/60 · 7 HD · 18.0% sh
Connor Bedard17G 27A
0.82 xG/60 · 5 HD · 11.8% 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