Backcheck
Recap · OTT at VGK

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

The Senators stole one. They lost the expected-goals battle 2.62–5.39 and won anyway.

By the ModelJul 11, 6:04 PMxG: xgboost-0.758Edited for clarity
Away
OTT
Ottawa Senators
4
Home
VGK
Vegas Golden Knights
3
FINAL / OT
Process vs result

The underlying story

2.62Expected goals5.39
67% share for the better side
22Shot attempts (SOG)35
3High-danger chances9
55Corsi (all attempts)63
Score-adjusted: 43% / 57%
Source · NHL play-by-play · XGBoost xG

The expected goals were 67-33 in Vegas' favor, but the score was 4-3 for Ottawa. That's a heist.

Vegas controlled the ice. They fired 35 shots on net to Ottawa's 22 and held 61 percent of shot attempts. Their efficiency was sharper: 0.086 expected goals per shot against Ottawa's 0.048. High-danger chances finished 9-3. The Golden Knights generated 5.39 expected goals to Ottawa's 2.62 and still left empty-handed.

L. Ullmark, Ottawa's goaltender, is why. He stopped 2.39 goals above expected, posting a 0.914 save percentage on 35 shots faced. A. Schmid in Vegas salvaged 19 saves on 22 shots at 0.864 SV%.

The rush game was a split: Vegas scored twice on 36 attempts, Ottawa twice on 24. Quality matters more than volume. Vegas converted when it counted; Ottawa capitalized when it shouldn't have.

Shane Pinto's wrist shot from the slot in the shootout sent Vegas home with nothing. Vegas controlled 67 percent of expected goals and still found itself in overtime. That shouldn't happen, and it rarely does to better teams.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
OTT1 / 3 · 0.87 xG
VGK2 / 9 · 2.75 xG
Medium dangermid-range
OTT1 / 8 · 0.97 xG
VGK1 / 21 · 2.15 xG
Low dangerperimeter & point
OTT1 / 44 · 0.77 xG
VGK0 / 33 · 0.50 xG

VGK went 1-for-21 from medium danger on 2.15 expected goals — 1.1 left on the table.

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

Finishing vs expected

expectedactual
OTT
4 G · 2.62 xG · +1.4
VGK
3 G · 5.39 xG · -2.4
0123456
Goalies · GSAx (goals saved above expected)
L. UllmarkOTT
+2.4
A. SchmidVGK
-0.4

OTT finished +1.4 against expected, VGK -2.4 — L. Ullmark (OTT) saved 2.4 goals above expected.

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

Shot diet

goalsshots
OTT
WRIST1/19
SLAP1/9
SNAP1/6
BACKHAND0/4
TIP IN0/1
WRAP AROUND0/0
DEFLECTED0/1
BAT0/0
OTHER0/15
VGK
WRIST1/27
SLAP0/5
SNAP0/7
BACKHAND2/4
TIP IN0/5
WRAP AROUND0/2
DEFLECTED0/0
BAT0/1
OTHER0/12
OTT
VGK
Off the rush
2 G on 24 · 2.16 xG
2 G on 36 · 4.13 xG
Off rebounds
0 G on 4 · 0.22 xG
0 G on 1 · 0.09 xG

Wrist shots carried the volume: OTT went 1-for-19, VGK 1-for-27. OTT scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Sanderson
#85 · D · OTT
1 G · 2 A · 3 SOG · 28:01 TOI · +1
T. Stützle
#18 · C · OTT
0 G · 2 A · 0 SOG · 23:31 TOI · +1
C. Giroux
#28 · R · OTT
0 G · 2 A · 1 SOG · 21:50 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • OTT stole this one. VGK owned 67% of the xG and lost.
  • L. Ullmark (OTT) stopped 2.4 goals above expected.
  • VGK generated far more dangerous chances — 0.086 xG/shot vs 0.048. Quality over quantity.
  • VGK was lethal off the rush — 2 goals on 36 rush chances.
  • OTT was lethal off the rush — 2 goals on 24 rush chances.
  • OTT created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • VGK underperformed xG by 2.4 — wasted quality chances.
  • L. Ullmark (OTT) saved 2.4 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · OTT at VGK · 10:00 PM ET

Senators at Golden Knights: a genuine coin flip

By the ModelJul 11, 5:46 PMEdited for clarity
Win probability

The model's lean

51%
VGK
Model favorite
49%
51%
OTT50VGK

VGK by 2 points of win probability — effectively a coin flip. Projected score OTT 2.42.4 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

OTT← edge
edge →VGK
56.0%5v5 xG%54.0%
53.0%Corsi%52.0%
2.66xGF / 602.52
2.12xGA / 602.11
2.18Goals for / gm2.12
1.99Goals against / gm2.10
0.993PDO — luck, not skill0.983

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

Source · MoneyPuck season tables · 5v5

The model projects a 2.4–2.4 game with the Golden Knights at 51% win probability. This is about as close to a pick'em as you'll find.

At five-on-five, Ottawa owns a 56.0% expected goals share and a 53.0% Corsi percentage—both advantages. Vegas counters with 54.0% xG% and 52.0% Corsi%, nearly matching the Senators' process edge. The difference between these teams, in short, is marginal enough that short-term variance will decide this.

Vegas's recent results back that out. The Golden Knights are -5 in goal differential over their last ten, suggesting they've played above their true talent. Their PDO of 0.983 is running cold and due for positive regression. Ottawa's 0.993 leaves them closer to neutral; they haven't been saved or burned by luck quite as severely.

Both goalies face a back-to-back. C. Lindbom starts for Ottawa, L. Meriläinen for Vegas—watch for a tired starter or a backup called up, either of which tilts the leverage game.

The real separation lives in special talent. Brady Tkachuk carries 1.19 expected goals per 60 minutes and has converted at 7.5%, already a 2-HD-goal performer. Dylan Cozens sits at 1.00 xG/60 with a 9.5% shooting rate and 13 goals, suggesting room to regress or to stay hot depending on which night shows up. For Vegas, Brandon Saad generates 0.91 xG/60 on a 4.1% finish and Tomas Hertl posts 0.88 xG/60 at 4.3%—both well below league average, both capable of correction in either direction.

Defensively, Ottawa's structural weak link is Nick Jensen; Vegas's is Rasmus Andersson. Against a Tkachuk capable of 1.19 xG/60, that matters. Against a Saad running at half-league shooting rate, it matters less.

What decides this game is which team's luck flips first. Vegas is due; Ottawa is hovering near true talent. That slight tilt toward positive regression in Vegas, combined with Tkachuk's elite scoring threat and Ottawa's defensive exposure, keeps this as close to even as the model says: a coin flip with the Golden Knights holding the marginally better case.

Computed danger · scouting

Players to watch

OTT
Brady Tkachuk11G 20A
1.19 xG/60 · 2 HD · 7.5% sh
Dylan Cozens13G 15A
1.00 xG/60 · 1 HD · 9.5% 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