Backcheck
Recap · WPG at DAL

Stars run the Jets off the ice on the underlying numbers

The Stars earned it — the game and the expected-goals battle both.

By the ModelJul 12, 4:06 AMxG: xgboost-0.758Edited for clarity
Away
WPG
Winnipeg Jets
3
Home
DAL
Dallas Stars
4
FINAL / OT
Process vs result

The underlying story

3.02Expected goals5.22
63% share for the better side
27Shot attempts (SOG)28
5High-danger chances10
56Corsi (all attempts)59
Score-adjusted: 48% / 52%
Source · NHL play-by-play · XGBoost xG

C. Hellebuyck played 1.22 goals above expectation, yet Winnipeg lost in overtime. The Jets' goalie made 24 of 28 shots (0.857 SV%), keeping his team within reach against Dallas's overwhelming underlying advantage. The Stars controlled 63 percent of expected goals at 5v5 (5.22 to 3.02) and prevailed 4-3 after extra time.

The gulf in shot quality was stark. Dallas averaged 0.089 expected goals per attempt against Winnipeg's 0.054. The Stars generated 10 high-danger chances to the Jets' 5 and were clinical on the rush—3 goals on 29 chances. Both teams crashed the net identically: 3 rebound opportunities each, 1 converted per side. But the underlying advantage lay entirely with Dallas.

Winnipeg had a single advantage: a dominant power play. The Jets scored twice on 14 shots (0.84 xG). At even strength, they were outmatched.

Thomas Harley's backhander from the doorstep at 02:05 of overtime ended it. J. Oettinger (24/27, 0.889 SV%) managed the game in Dallas's crease, but C. Hellebuyck's performance made this competitive.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WPG1 / 5 · 1.32 xG
DAL2 / 10 · 2.36 xG
Medium dangermid-range
WPG1 / 10 · 1.13 xG
DAL2 / 19 · 2.35 xG
Low dangerperimeter & point
WPG1 / 41 · 0.57 xG
DAL0 / 30 · 0.51 xG

DAL went 0-for-30 from low danger on 0.51 expected goals — 0.5 left on the table.

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

Finishing vs expected

expectedactual
WPG
3 G · 3.02 xG · -0.0
DAL
4 G · 5.22 xG · -1.2
0123456
Goalies · GSAx (goals saved above expected)
C. HellebuyckWPG
+1.2
J. OettingerDAL
+0.0

WPG finished -0.0 against expected, DAL -1.2 — C. Hellebuyck (WPG) saved 1.2 goals above expected.

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

Shot diet

goalsshots
WPG
SNAP2/21
SLAP1/5
TIP IN0/4
WRIST0/2
BACKHAND0/3
WRAP AROUND0/1
DEFLECTED0/0
OTHER0/20
DAL
SNAP1/23
SLAP0/6
TIP IN1/6
WRIST0/8
BACKHAND2/4
WRAP AROUND0/1
DEFLECTED0/2
OTHER0/9
WPG
DAL
Off the rush
1 G on 22 · 2.10 xG
3 G on 29 · 3.47 xG
Off rebounds
1 G on 3 · 0.61 xG
1 G on 3 · 0.54 xG

Snap shots carried the volume: WPG went 2-for-21, DAL 1-for-23. DAL scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
M. Heiskanen
#4 · D · DAL
0 G · 2 A · 3 SOG · 26:18 TOI · -1
M. Scheifele
#55 · C · WPG
0 G · 2 A · 2 SOG · 24:36 TOI · -2
M. Rantanen
#96 · R · DAL
1 G · 1 A · 1 SOG · 21:55 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • WPG generated higher-quality looks than the shot total suggests.
  • C. Hellebuyck (WPG) stopped 1.2 goals above expected.
  • Open game — 15 high-danger chances combined (DAL 10, WPG 5).
  • DAL generated far more dangerous chances — 0.089 xG/shot vs 0.054. Quality over quantity.
  • DAL was lethal off the rush — 3 goals on 29 rush chances.
  • DAL created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • WPG created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • WPG power play was dominant — 2 PPG on 14 PP shots (0.84 xG).
Before the game — the model's pre-game read
Preview · WPG at DAL · 8:30 PM ET

Jets at Stars: a genuine coin flip

By the ModelJul 12, 3:45 AMEdited for clarity
Win probability

The model's lean

55%
DAL
Model favorite
45%
55%
WPG50DAL

DAL by 10 points of win probability — a modest lean. Projected score WPG 2.32.6 DAL; 19% chance it's tied after 60.

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

Tale of the tape

WPG← edge
edge →DAL
48.0%5v5 xG%51.0%
49.0%Corsi%47.0%
2.34xGF / 602.36
2.55xGA / 602.29
1.90Goals for / gm2.07
2.10Goals against / gm1.68
0.998PDO — luck, not skill1.024

DAL holds 5 of 6 process categories — and PDO (0.998 vs 1.024) says DAL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.3-to-2.6 goal spread in Dallas's favor, with the Stars holding 55% win probability. This is as close to a pick'em as you'll find.

Dallas owns the underlying play. Their 51.0% 5v5 expected goals percentage dwarfs Winnipeg's 48.0%, suggesting the Stars should sustain pressure and generate better chances. But here's the catch: Dallas's PDO sits at 1.024, which means they're running hot on conversion luck. Expect some regression there.

Winnipeg's Corsi dominance—49.0% to Dallas's 47.0%—suggests the Jets control play volume at even strength. Yet xG favors the Stars, indicating Dallas capitalizes on what they do generate. That's the tension. Winnipeg gets more shot attempts but Dallas gets the higher-quality ones.

C. DeSmith's back-to-back situation adds opacity. Watch whether Dallas rolls with him or dips into reserves. A tired starter or a fresh backup could swing momentum either way.

The Players to Watch

Nino Niederreiter leads Winnipeg's charge. He's at 0.87 xG per 60 minutes with 6 goals and 6 assists, including 3 high-danger chances. His 8.6% shooting rate is sustainable, meaning he's not simply running hot—he's converting opportunities at a reasonable clip. Kyle Connor's 13.0% shooting is the real outlier; his 25 goals and 30 assists come on just 0.83 xG/60, suggesting he's beating the model on finish quality.

Jason Robertson leads Dallas offensively. At 0.96 xG/60, he's generating more scoring chances than anyone else on the ice. His 25 goals and 21 assists come with only 2 high-danger markers, implying his xG overestimates his actual scoring. Michael Bunting provides secondary scoring at 0.83 xG/60, though his 8 goals and 14 assists reflect a lower shooting rate (7.6%) that could inflate if his luck normalizes.

The Decision

Dallas has the analytics edge—better five-on-five shot quality and possession efficiency by expected goals. Winnipeg has volume. Dallas's PDO regression risk is real, but the Stars have earned their 55% win probability. With DeSmith in question, Dallas's depth in net becomes the deciding variable. If they go with their starter, edge Dallas. If they rotate, Winnipeg gets closer to fair value.

This is genuinely uncertain. Neither team has overwhelmed the other's fundamental case.

Computed danger · scouting

Players to watch

WPG
Nino Niederreiter6G 6A
0.87 xG/60 · 3 HD · 8.6% sh
Kyle Connor25G 30A
0.83 xG/60 · 2 HD · 13.0% 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