Backcheck
Recap · DAL at ANA

Stars pull away from the Ducks

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

By the ModelJul 11, 9:05 PMxG: xgboost-0.758Edited for clarity
Away
DAL
Dallas Stars
8
Home
ANA
Anaheim Ducks
3
FINAL
Process vs result

The underlying story

2.93Expected goals2.88
51% share for the better side
25Shot attempts (SOG)25
5High-danger chances5
46Corsi (all attempts)64
Score-adjusted: 35% / 65%
Source · NHL play-by-play · XGBoost xG

The Ducks played Dallas even by the underlying numbers — shot attempts tied at 25 apiece, expected goals nearly identical at 2.88–2.93 — but the scoreboard told a different story. The Stars won 8-3 because they converted like the Ducks weren't in the building.

Dallas overperformed their xG by 5.07 goals, an enormous gap that suggests either elite execution or variance running hot. The numbers hint at both. The Stars generated higher-quality chances (0.064 xG per shot versus Anaheim's 0.045) and capitalized off the rush; eight goals on 24 rush attempts overwhelmed Anaheim's defense. They also scored twice from low-danger positions — the kind of luck that swings blowouts.

The Ducks' collapse came in goal. L. Dostal surrendered 3.2 goals more than expected in limited action, yanked after the first period. P. Mrazek wasn't much better, coughing up 1.89 above expected despite stopping 14 of 18. Both goaltenders faced higher-volume pressure than the shot total suggests, and neither could hold the door.

Anaheim's only bright spot was clinical efficiency in the high-danger area — they scored twice on five chances there, matching Dallas's 40% conversion rate in the same spots. That discipline didn't matter when the Stars were walking in tap-ins from the outside.

Mikael Granlund's snap from the doorstep early in the second set the trajectory, and the rest of the Dallas lineup finished the job.

The gap between underlying process and result was too wide to blame randomness alone. Dallas simply had more dangerous looks and finished them. When the Ducks couldn't keep their goaltenders upright, the rest became academic.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
DAL2 / 5 · 1.07 xG
ANA2 / 5 · 1.07 xG
Medium dangermid-range
DAL4 / 11 · 1.43 xG
ANA0 / 12 · 1.27 xG
Low dangerperimeter & point
DAL2 / 30 · 0.43 xG
ANA1 / 47 · 0.54 xG

DAL went 4-for-11 from medium danger on 1.43 expected goals — 2.6 above expected.

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

Finishing vs expected

expectedactual
DAL
8 G · 2.93 xG · +5.1
ANA
3 G · 2.88 xG · +0.1
0123456789
Goalies · GSAx (goals saved above expected)
C. DeSmithDAL
-0.1
L. DostalANA
-3.2
P. MrazekANA
-1.9

DAL finished +5.1 against expected, ANA +0.1 — L. Dostal (ANA) allowed 3.2 more goals than expected.

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

Shot diet

goalsshots
DAL
SNAP4/16
WRIST3/9
TIP IN0/1
SLAP0/3
BACKHAND1/2
DEFLECTED0/0
WRAP AROUND0/1
BETWEEN LEGS0/0
OTHER0/14
ANA
SNAP3/18
WRIST0/7
TIP IN0/7
SLAP0/4
BACKHAND0/1
DEFLECTED0/3
WRAP AROUND0/0
BETWEEN LEGS0/1
OTHER0/23
DAL
ANA
Off the rush
8 G on 24 · 2.51 xG
1 G on 26 · 1.84 xG
Off rebounds
0 G on 2 · 0.12 xG
2 G on 6 · 0.87 xG

Snap shots carried the volume: DAL went 4-for-16, ANA 3-for-18. DAL scored 8 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Robertson
#21 · L · DAL
2 G · 1 A · 4 SOG · 15:18 TOI · +2
M. Heiskanen
#4 · D · DAL
0 G · 2 A · 1 SOG · 22:05 TOI
T. Harley
#55 · D · DAL
1 G · 1 A · 3 SOG · 21:09 TOI · +5
Ranked from the box score — points first · Backcheck
What the model flagged
  • L. Dostal (ANA) gave up 3.2 goals more than expected — well below their workload.
  • DAL had the higher quality looks — 0.064 xG/shot vs 0.045.
  • ANA was clinical in the high-danger zone — 2/5 on HD chances (40%).
  • DAL was clinical in the high-danger zone — 2/5 on HD chances (40%).
  • DAL scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • DAL was lethal off the rush — 8 goals on 24 rush chances.
  • ANA created 6 rebound opportunities (2 converted) — crashing the net effectively.
  • DAL outperformed their expected goals by 5.1 — elite finishing or lucky bounces.
Before the game — the model's pre-game read
Preview · DAL at ANA · 10:00 PM ET

Stars at Ducks: a genuine coin flip

By the ModelJul 11, 9:03 PMEdited for clarity
Win probability

The model's lean

53%
ANA
Model favorite
47%
53%
DAL50ANA

ANA by 6 points of win probability — a modest lean. Projected score DAL 2.52.7 ANA; 18% 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 →ANA
51.0%5v5 xG%52.0%
47.0%Corsi%52.0%
2.36xGF / 602.80
2.29xGA / 602.59
2.07Goals for / gm2.09
1.68Goals against / gm2.32
1.024PDO — luck, not skill0.981

ANA holds 4 of 6 process categories — and PDO (1.024 vs 0.981) says DAL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.5 to 2.7 goal spread with the Ducks at 53% win probability—close enough that flipping a coin would be more decisive.

Anaheim edges Dallas in two underlying metrics that matter. The Ducks control 52.0% of Corsi territory, holding shots on Dallas at a disadvantage. Their expected goals ratio sits at 52.0% xG to Dallas's 51.0%—a marginal advantage that compounds into the tighter win probability.

But here's what complicates the edge: the Ducks' PDO of 0.981 signals they're scoring below their luck baseline, due for positive regression. Dallas runs at 1.024, the inverse problem—they're outscoring their luck line and will regress downward. When both teams revert to the mean simultaneously, that 53% Anaheim advantage evaporates.

The matchup centers on two wings with 25 goals apiece. Cutter Gauthier (0.99 xG/60, 12.9% shooting) and Jason Robertson (0.96 xG/60, 12.4% shooting) generate nearly identical expected goals, yet Robertson has just 2 high-danger goals compared to Gauthier's 8. Anaheim's scoring clusters near the goal line, while Dallas spreads dangerous chances across the ice. That concentration compounds Anaheim's territorial edge.

Michael Bunting represents Dallas's secondary threat—0.83 xG/60, 8 goals, 7.6% shooting—shooting well below his underlying value. Beckett Sennecke (1.03 xG/60, 20 goals, 13.5% shooting) is Anaheim's quieter threat, generating the most expected goals per 60 on either roster but not yet matching Gauthier's goal tally.

The Ducks drive play (52.0% Corsi, 52.0% xG%), Dallas survives it (47.0% Corsi), and both teams will regress toward their actual talent levels. That tension—Anaheim's edge in process, Dallas's unsustainable hot streak—explains why a model would call it 53% in one direction and nearly even in game-by-game spread. This is as close to a true toss-up as the season offers.

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
ANA
Beckett Sennecke20G 19A
1.03 xG/60 · 8 HD · 13.5% sh
Cutter Gauthier25G 16A
0.99 xG/60 · 2 HD · 12.9% sh
Source · MoneyPuck skaters