Backcheck
Recap · EDM at DAL

Stars pull away from the Oilers

The Stars stole one. They lost the expected-goals battle 4.36–3.54 and won anyway.

By the ModelJul 12, 6:55 AMxG: xgboost-0.758Edited for clarity
Away
EDM
Edmonton Oilers
2
Home
DAL
Dallas Stars
7
FINAL
Process vs result

The underlying story

4.36Expected goals3.54
55% share for the better side
32Shot attempts (SOG)27
10High-danger chances6
51Corsi (all attempts)44
Score-adjusted: 61% / 39%
Source · NHL play-by-play · XGBoost xG

Dallas 7, Edmonton 2: a scoreline that inverts the underlying play. The Oilers controlled 55% of expected goals (4.36 to 3.54), yet the Stars flipped it into a five-goal rout.

Goaltending won this one. J. Oettinger was immaculate—30 saves on 32 shots, +2.36 against expectation, and perfect on high-danger chances (10-for-10). T. Jarry was not: 20 saves on 27 shots, -3.46 against expectation, a full three goals below his workload.

Edmonton created the better looks. Ten high-danger chances to Dallas's six, six rebound opportunities (zero converted). On the rush, Dallas punished theirs (6 goals on 24 attempts) while Edmonton couldn't (2 on 23).

The variance column tells the story: Dallas overperformed their xG by 3.5 goals, Edmonton underperformed theirs by 2.4. When it mattered, the Stars executed.

Matt Duchene's backhander from the doorstep at 18:57 of the third marked the game's turning point.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
EDM0 / 10 · 2.65 xG
DAL1 / 6 · 1.84 xG
Medium dangermid-range
EDM2 / 9 · 1.03 xG
DAL5 / 11 · 1.32 xG
Low dangerperimeter & point
EDM0 / 32 · 0.68 xG
DAL1 / 27 · 0.38 xG

DAL went 5-for-11 from medium danger on 1.32 expected goals — 3.7 above expected.

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

Finishing vs expected

expectedactual
EDM
2 G · 4.36 xG · -2.4
DAL
7 G · 3.54 xG · +3.5
012345678
Goalies · GSAx (goals saved above expected)
T. JarryEDM
-3.5
J. OettingerDAL
+2.4

EDM finished -2.4 against expected, DAL +3.5 — T. Jarry (EDM) allowed 3.5 more goals than expected.

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

Shot diet

goalsshots
EDM
SNAP1/19
SLAP0/10
TIP IN1/5
BACKHAND0/4
WRIST0/2
DEFLECTED0/2
BAT0/1
POKE0/1
OTHER0/7
DAL
SNAP4/23
SLAP0/2
TIP IN1/3
BACKHAND2/4
WRIST0/3
DEFLECTED0/1
BAT0/0
POKE0/0
OTHER0/8
EDM
DAL
Off the rush
2 G on 23 · 2.35 xG
6 G on 24 · 2.87 xG
Off rebounds
0 G on 6 · 1.32 xG
0 G on 2 · 0.36 xG

Snap shots carried the volume: EDM went 1-for-19, DAL 4-for-23. DAL scored 6 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Robertson
#21 · L · DAL
2 G · 2 A · 3 SOG · 17:17 TOI · +2
M. Heiskanen
#4 · D · DAL
0 G · 3 A · 0 SOG · 23:00 TOI · +3
W. Johnston
#53 · C · DAL
1 G · 2 A · 2 SOG · 18:18 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • DAL won despite being outplayed by xG (45%). Goaltending or finishing carried them.
  • J. Oettinger (DAL) stopped 2.4 goals above expected.
  • T. Jarry (EDM) gave up 3.5 goals more than expected — well below their workload.
  • Open game — 16 high-danger chances combined (DAL 6, EDM 10).
  • EDM couldn't convert — 0/10 on high-danger chances. That won't happen often.
  • DAL was lethal off the rush — 6 goals on 24 rush chances.
  • EDM was lethal off the rush — 2 goals on 23 rush chances.
  • EDM created 6 rebound opportunities (0 converted) — crashing the net effectively.
  • DAL outperformed their expected goals by 3.5 — elite finishing or lucky bounces.
  • EDM underperformed xG by 2.4 — wasted quality chances.
  • J. Oettinger (DAL) saved 2.4 goals above expected — stole the show.
  • J. Oettinger was a wall on HD chances — 100% SV on 10 high-danger shots.
Before the game — the model's pre-game read
Preview · EDM at DAL · 8:00 PM ET

Oilers at Stars: a genuine coin flip

By the ModelJul 12, 6:54 AMEdited for clarity
Win probability

The model's lean

51%
DAL
Model favorite
49%
51%
EDM50DAL

DAL by 2 points of win probability — effectively a coin flip. Projected score EDM 2.52.5 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

EDM← edge
edge →DAL
52.0%5v5 xG%51.0%
50.0%Corsi%47.0%
2.64xGF / 602.36
2.47xGA / 602.29
2.13Goals for / gm2.07
2.29Goals against / gm1.68
0.982PDO — luck, not skill1.024

EDM holds 4 of 6 process categories — and PDO (0.982 vs 1.024) says DAL has run hotter.

Source · MoneyPuck season tables · 5v5

The models see no daylight here. Edmonton projects to 2.5 goals, Dallas to 2.5, with the Stars holding a 51% win probability—this is as close to a toss as playoff hockey gets.

The Stars have earned it through form. They're 9-0-1 in their last 10, running at a hot points pace that makes them the hotter team entering puck drop. Yet that hot hand conceals a structural question: their PDO sits at 1.024, meaning they're converting at elite rates off average chances. Reversion is coming.

Edmonton, by contrast, is running cold. A 0.982 PDO signals they're due for positive regression—they're generating chances without finishing them yet.

Both teams drive play effectively at five-on-five. Edmonton holds the possession edge at Corsi 50.0%, while Dallas sits at 47.0%. On expected goals, the gap narrows: Edmonton 52.0%, Dallas 51.0%. These marginal differences explain why the models treat this as a coin flip. Neither team is pulling away in underlying metrics.

The Oilers' strength lies in volume. Expect a territorial tilt favoring Edmonton if both teams play their system. Dallas will defend in structure and punish on transition.

Goaltending could be the tilt. J. Oettinger backs up Friday and may start Saturday on the second of consecutive games—fatigue or a backup appearance both merit monitoring. C. Ingram faces the same back-to-back burden for Dallas. Whoever gets the nod will play a consequential game in an evenly matched series.

The roster matchups sharpen the edge. Zach Hyman (14G, 13A, 1.23 xG/60) is Edmonton's most dangerous forward; he's scoring at a 13.0% clip, a sign of shot quality and finish. Connor McDavid (25G, 33A, 0.92 xG/60) runs at 13.7% shooting—elite volume and elite efficiency, though his xG/60 lags Hyman's, suggesting Hyman is getting the very best looks.

Dallas counters with Jason Robertson (25G, 21A, 0.96 xG/60) at 12.4% shooting—comparable finishing talent, slightly fewer high-danger chances. Michael Bunting (8G, 14A) shoots at 7.6%, a more modest rate that tracks with his 0.83 xG/60; he's a playmaker first, finisher second.

The defensive weak link for Edmonton is Jake Walman. Dallas leans on Tyler Myers as the vulnerable back-end anchor. Both teams risk exposure if those defenders face sustained pressure.

This game turns on who exploits the PDO variance. Stars regression plus Oilers positive regression could flip the narrative entirely. The 51% pick favors Dallas, barely, because recent form still counts. But the models have seen enough in the underlying numbers to call this a genuine toss.

Computed danger · scouting

Players to watch

EDM
Zach Hyman14G 13A
1.23 xG/60 · 1 HD · 13.0% sh
Connor McDavid25G 33A
0.92 xG/60 · 5 HD · 13.7% 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