Backcheck
Recap · TOR at DAL

J. Oettinger stands tall as the Stars edge the Maple Leafs

The Stars stole one. They lost the expected-goals battle 3.89–3.56 and won anyway.

By the ModelJul 11, 9:40 PMxG: xgboost-0.758Edited for clarity
Away
TOR
Toronto Maple Leafs
1
Home
DAL
Dallas Stars
5
FINAL
Process vs result

The underlying story

3.89Expected goals3.56
52% share for the better side
28Shot attempts (SOG)22
9High-danger chances8
62Corsi (all attempts)42
Score-adjusted: 63% / 37%
Source · NHL play-by-play · XGBoost xG

The Stars won 5–1, but the underlying numbers suggested Toronto should have had the edge. Dallas trailed 3.56–3.89 in expected goals, yet still scored four more than the Leafs—a four-goal swing that can be traced directly to J. Oettinger's net.

J. Oettinger posted a 0.964 save percentage on 27 of 28 shots, stopping 2.89 goals above expected. On high-danger chances alone, he was perfect: 9 for 9. That defensive ceiling was the difference between a close contest and a rout.

Toronto wasted a quality advantage. The Leafs generated 3.89 expected goals but scored just one, underperforming by 2.89. More specifically, they finished 0 for 9 on high-danger chances—a drought that rarely persists. D. Hildeby (TOR) made 17 saves on 21 shots (0.810 SV%), meaning the Leafs' offensive collapse, not goaltending collapse, sank them.

Dallas capitalized on volume where it mattered. The Stars generated 3.56 xG from just 22 shots on goal (44% of attempts), out-muscling Toronto's 28 SOG—a quality-over-quantity advantage. More crucially, they scored four goals off 24 rush chances, an unusually high conversion rate that exploited the Leafs' transition defense. Toronto created seven rebound opportunities but converted zero; Dallas created three and converted one, demonstrating superior net-front discipline.

High-danger chances ran nearly even at 8–9, with Dallas generating one fewer than Toronto. Yet the goal differential was four. That's variance—extreme variance. Oettinger didn't steal the game so much as he made Toronto's inability to score look worse than it actually was.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TOR0 / 9 · 2.15 xG
DAL3 / 8 · 2.44 xG
Medium dangermid-range
TOR0 / 11 · 1.20 xG
DAL1 / 6 · 0.55 xG
Low dangerperimeter & point
TOR1 / 42 · 0.54 xG
DAL1 / 28 · 0.57 xG

TOR went 0-for-9 from high danger on 2.15 expected goals — 2.1 left on the table.

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

Finishing vs expected

expectedactual
TOR
1 G · 3.89 xG · -2.9
DAL
5 G · 3.56 xG · +1.4
0123456
Goalies · GSAx (goals saved above expected)
D. HildebyTOR
-0.4
J. OettingerDAL
+2.9

TOR finished -2.9 against expected, DAL +1.4 — J. Oettinger (DAL) saved 2.9 goals above expected.

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

Shot diet

goalsshots
TOR
SNAP0/27
WRIST1/8
SLAP0/4
BACKHAND0/4
TIP IN0/3
DEFLECTED0/1
OTHER0/15
DAL
SNAP3/20
WRIST0/3
SLAP0/3
BACKHAND0/3
TIP IN2/4
DEFLECTED0/0
OTHER0/9
TOR
DAL
Off the rush
1 G on 25 · 2.30 xG
4 G on 24 · 2.76 xG
Off rebounds
0 G on 7 · 0.99 xG
1 G on 3 · 0.55 xG

Snap shots carried the volume: TOR went 0-for-27, DAL 3-for-20. DAL scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
E. Lindell
#23 · D · DAL
0 G · 2 A · 0 SOG · 25:45 TOI · +1
J. Benn
#14 · L · DAL
1 G · 1 A · 4 SOG · 09:49 TOI · +1
M. Heiskanen
#4 · D · DAL
0 G · 1 A · 1 SOG · 26:06 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Oettinger (DAL) stopped 2.9 goals above expected.
  • Open game — 17 high-danger chances combined (DAL 8, TOR 9).
  • DAL generated far more dangerous chances — 0.085 xG/shot vs 0.063. Quality over quantity.
  • TOR couldn't convert — 0/9 on high-danger chances. That won't happen often.
  • DAL was lethal off the rush — 4 goals on 24 rush chances.
  • DAL created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • TOR created 7 rebound opportunities (0 converted) — crashing the net effectively.
  • TOR underperformed xG by 2.9 — wasted quality chances.
  • J. Oettinger (DAL) saved 2.9 goals above expected — stole the show.
  • J. Oettinger was a wall on HD chances — 100% SV on 9 high-danger shots.
Before the game — the model's pre-game read
Preview · TOR at DAL · 7:00 PM ET

The Stars are the model's lean over the Maple Leafs — with PDO regression in play

By the ModelJul 11, 9:26 PMEdited for clarity
Win probability

The model's lean

57%
DAL
Model favorite
43%
57%
TOR50DAL

DAL by 14 points of win probability — a modest lean. Projected score TOR 2.32.6 DAL; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season profile · edge from the spine

Tale of the tape

TOR← edge
edge →DAL
46.0%5v5 xG%51.0%
45.0%Corsi%47.0%
2.24xGF / 602.36
2.67xGA / 602.29
2.09Goals for / gm2.07
2.52Goals against / gm1.68
1.002PDO — luck, not skill1.024

DAL holds 5 of 6 process categories — and PDO (1.002 vs 1.024) says DAL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.3–2.6 Dallas victory with the Stars at 57% win probability.

The edge belongs to Dallas. The Stars control the underlying play with a 51.0% expected goals share and 47.0% Corsi% compared to Toronto's 46.0% and 45.0%—genuine dominance, not variance.

But Dallas is running hot. The Stars' PDO sits at 1.024, meaning their actual results are outpacing their underlying luck—regression is baked in. Toronto's 1.002 PDO is nearly neutral.

C. DeSmith enters on a back-to-back for Toronto; monitor whether the Maple Leafs deploy a backup or ride their starter into fatigue.

Auston Matthews drives Toronto's offense at 1.10 expected goals per 60 minutes with 17 goals and a 10.6% shooting rate—he's generating chances and converting at an elite clip. John Tavares provides secondary damage at 0.91 xG/60, with 15 goals and three high-danger goals showing he's accessing premium ice. Dallas counters with Jason Robertson (0.96 xG/60, 25 goals, 12.4% shooting, two high-danger goals) as its primary finisher—elite volume meeting elite accuracy. Michael Bunting rounds out the attack at 0.83 xG/60 with 8 goals and a 7.6% shooting rate.

Neither team has yet recorded a high-danger or rebound goal, a notable constraint on shot quality. Toronto's defensive weak link is Bo Groulx; Dallas's is Tyler Myers.

Computed danger · scouting

Players to watch

TOR
Auston Matthews17G 13A
1.10 xG/60 · 1 HD · 10.6% sh
John Tavares15G 24A
0.91 xG/60 · 3 HD · 12.4% sh
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
Source · MoneyPuck skaters