Backcheck
Recap · CHI at DAL

Blackhawks steal one from the Stars against the run of play

The Blackhawks stole one. They lost the expected-goals battle 3.72–5.96 and won anyway.

By the ModelJul 11, 9:58 PMxG: xgboost-0.758Edited for clarity
Away
CHI
Chicago Blackhawks
4
Home
DAL
Dallas Stars
3
FINAL / OT
Process vs result

The underlying story

3.72Expected goals5.96
62% share for the better side
33Shot attempts (SOG)31
8High-danger chances13
57Corsi (all attempts)61
Score-adjusted: 48% / 52%
Source · NHL play-by-play · XGBoost xG

Chicago's 4-3 shootout victory masks a one-sided underlying game: Dallas controlled 62% of expected goals (5.96–3.72). The Blackhawks won because A. Soderblom saved 2.96 goals above expected and because Nick Lardis finished the shootout crisply. This was a robbery.

The Stars' dominance extended throughout regulation. They generated 13 high-danger chances to Chicago's 8—a decisive edge in the most dangerous areas. Dallas also held 48% of shot attempts, with 31 landing on goal against Chicago's 33.

Where the Blackhawks found efficiency: they converted 3 of 26 rush opportunities, ruthless by volume. Dallas crashed the net into 7 rebound chances but converted only 2. Chicago generated 4 rebound opportunities and converted none—yet still won.

The goaltending split explains everything. A. Soderblom stopped everything in sight, finishing 28-for-31 (0.903 SV%) with a +2.96 save differential that crushed Dallas's advantage. J. Oettinger, performing well at 30-for-33 (0.909 SV%), still couldn't overcome the gulf in expected goals.

Dallas underperformed its xG by 3.0, a stunning waste of dominance. The Stars generated far higher-quality looks—0.098 xG per shot versus Chicago's 0.065—yet couldn't find the net. W. Johnston's 3 assists in 21:18 and M. Rantanen's 1 goal and 2 assists in 21:07 drove the offense, but volume alone doesn't guarantee results.

Chicago's defense proved tight enough to steal this. A. Vlasic contributed 2 assists in 25:45, anchoring the effort that held Dallas despite being thoroughly outplayed in underlying metrics.

The shootout brought the heist to its conclusion—Nick Lardis's wrist shot from the slot secured it.


CHI 4 – DAL 3 (SO)

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
CHI2 / 8 · 1.84 xG
DAL2 / 13 · 3.59 xG
Medium dangermid-range
CHI0 / 12 · 1.46 xG
DAL0 / 19 · 2.06 xG
Low dangerperimeter & point
CHI1 / 37 · 0.43 xG
DAL1 / 29 · 0.31 xG

DAL went 0-for-19 from medium danger on 2.06 expected goals — 2.1 left on the table.

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

Finishing vs expected

expectedactual
CHI
4 G · 3.72 xG · +0.3
DAL
3 G · 5.96 xG · -3.0
01234567
Goalies · GSAx (goals saved above expected)
A. SoderblomCHI
+3.0
J. OettingerDAL
+0.7

CHI finished +0.3 against expected, DAL -3.0 — A. Soderblom (CHI) saved 3.0 goals above expected.

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

Shot diet

goalsshots
CHI
SNAP3/21
WRIST0/9
TIP IN0/4
SLAP0/4
BACKHAND0/2
DEFLECTED0/1
OTHER0/16
DAL
SNAP2/30
WRIST0/5
TIP IN0/3
SLAP1/1
BACKHAND0/3
DEFLECTED0/4
OTHER0/15
CHI
DAL
Off the rush
3 G on 26 · 2.67 xG
0 G on 32 · 4.43 xG
Off rebounds
0 G on 4 · 0.76 xG
2 G on 7 · 1.46 xG

Snap shots carried the volume: CHI went 3-for-21, DAL 2-for-30. CHI scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
W. Johnston
#53 · C · DAL
0 G · 3 A · 2 SOG · 21:18 TOI · +2
M. Rantanen
#96 · R · DAL
1 G · 2 A · 8 SOG · 21:07 TOI · +2
A. Vlasic
#72 · D · CHI
0 G · 2 A · 0 SOG · 25:45 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • CHI stole this one. DAL owned 62% of the xG and lost.
  • CHI generated higher-quality looks than the shot total suggests.
  • A. Soderblom (CHI) stopped 3.0 goals above expected.
  • Open game — 21 high-danger chances combined (DAL 13, CHI 8).
  • DAL generated far more dangerous chances — 0.098 xG/shot vs 0.065. Quality over quantity.
  • CHI was lethal off the rush — 3 goals on 26 rush chances.
  • DAL created 7 rebound opportunities (2 converted) — crashing the net effectively.
  • CHI created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • DAL underperformed xG by 3.0 — wasted quality chances.
  • A. Soderblom (CHI) saved 3.0 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · CHI at DAL · 8:00 PM ET

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

By the ModelJul 11, 10:05 PMEdited for clarity
Win probability

The model's lean

59%
DAL
Model favorite
41%
59%
CHI50DAL

DAL by 18 points of win probability — a clear lean. Projected score CHI 2.22.8 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

CHI← edge
edge →DAL
42.0%5v5 xG%51.0%
46.0%Corsi%47.0%
2.17xGF / 602.36
2.94xGA / 602.29
1.84Goals for / gm2.07
2.41Goals against / gm1.68
0.996PDO — luck, not skill1.024

DAL holds 6 of 6 process categories — and PDO (0.996 vs 1.024) says DAL has run hotter.

Source · MoneyPuck season tables · 5v5

Dallas is favored at 60% win probability, with the model projecting a 2.2-2.8 result. The case for the Stars rests on cleaner underlying metrics and recent form, though their hot finish hides a regression risk.

The Stars have won seven of their last ten games. Chicago has moved in the opposite direction, posting a minus-21 goal differential over the same span. That momentum gap makes Dallas the model's clear lean.

The underlying numbers justify the tilt. Dallas controls 51.0% of expected goals at 5v5 to Chicago's 42.0%, a decisive edge in shot quality. The Stars' 47.0% Corsi sits just above Chicago's 46.0%—a near-tie in possession that masks Dallas's underlying dominance. Chicago's 42.0% xG% signals they're being out-chanced repeatedly, a warning sign the recent skid could deepen.

Here's the wrinkle: Dallas is running a PDO of 1.024, meaning pucks are bouncing the Stars' way at a rate that won't persist. Chicago's 0.996 PDO suggests the opposite. The model accounts for this regression, which is why the spread remains modest despite Dallas's advantage.

Tyler Bertuzzi leads Chicago's attack with 0.85 expected goals per 60 minutes and a 20-goal, 15-assist season. His 18.0% shooting rate suggests he's finding quality chances. Connor Bedard trails at 0.82 xG/60 with 17 goals and 27 assists; his 11.8% shot conversion sits at normal levels, indicating steady production rather than lucky variance. Bedard's playmaking keeps Chicago's offense afloat.

Dallas counters with Jason Robertson, who registers 0.96 xG/60—the highest opportunity rate in this matchup. He's converted to 25 goals and 21 assists on a 12.4% shooting rate. Michael Bunting provides secondary scoring at 0.83 xG/60 with 8 goals and 14 assists, lean output that still creates danger.

The defensive weak links are instructive. Anton Frondell's unreliability in Chicago's system creates openings. Tyler Myers carries similar liability for Dallas. Both teams show 0% high-danger goal rates and 0% rebound goal rates, suggesting goaltending luck may tilt the margin.

The Stars should win. The model says 60%. Regression looms for Dallas, but Chicago's form is too poor to capitalize on it.

Computed danger · scouting

Players to watch

CHI
Tyler Bertuzzi20G 15A
0.85 xG/60 · 7 HD · 18.0% sh
Connor Bedard17G 27A
0.82 xG/60 · 5 HD · 11.8% 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