Backcheck
Recap · CHI at MIN

Wild edge the Blackhawks in a shootout

The Wild stole one. They lost the expected-goals battle 4.36–3.65 and won anyway.

By the ModelJul 12, 2:54 AMxG: xgboost-0.758Edited for clarity
Away
CHI
Chicago Blackhawks
3
Home
MIN
Minnesota Wild
4
FINAL / OT
Process vs result

The underlying story

4.36Expected goals3.65
54% share for the better side
32Shot attempts (SOG)23
7High-danger chances5
61Corsi (all attempts)47
Score-adjusted: 52% / 48%
Source · NHL play-by-play · XGBoost xG

Minnesota won despite Chicago's superior numbers. The Blackhawks held a 4.36–3.65 expected-goals edge, a 54–46 split that should have favored them. But J. Wallstedt outperformed his save expectation by 1.36 goals. S. Knight outperformed his by 0.65. Kirill Kaprizov's shootout wrist shot from the high slot was the formality.

Minnesota held just 42% of shot attempts (23–32 on goal), but Chicago's setup was cleaner: seven high-danger chances to five. On the rush, both teams scored twice—Chicago from 28 chances, Minnesota from 32. Chicago attacked the paint effectively: five offensive rebounds, one converted.

That work couldn't overcome the goaltending gap. When expected goals favor one team and another still wins, net is where the story lives. Two saves above expectation turned the result.

J. Eriksson Ek led Minnesota with one goal and one assist in 18:40. Q. Hughes added an assist in 27:49. C. Bedard recorded an assist in 23:50 but couldn't keep Chicago even.

The numbers confirm it: superior underlying metrics didn't matter. Goaltending did.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
CHI1 / 7 · 1.72 xG
MIN1 / 5 · 1.22 xG
Medium dangermid-range
CHI2 / 18 · 2.08 xG
MIN2 / 18 · 2.02 xG
Low dangerperimeter & point
CHI0 / 36 · 0.57 xG
MIN0 / 24 · 0.41 xG

CHI went 1-for-7 from high danger on 1.72 expected goals — 0.7 left on the table.

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

Finishing vs expected

expectedactual
CHI
3 G · 4.36 xG · -1.4
MIN
4 G · 3.65 xG · +0.3
012345
Goalies · GSAx (goals saved above expected)
S. KnightCHI
+0.6
J. WallstedtMIN
+1.4

CHI finished -1.4 against expected, MIN +0.3 — J. Wallstedt (MIN) saved 1.4 goals above expected.

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

Shot diet

goalsshots
CHI
WRIST1/29
BACKHAND1/5
SNAP0/3
SLAP1/6
TIP IN0/1
OTHER0/17
MIN
WRIST1/25
BACKHAND1/4
SNAP1/6
SLAP0/2
TIP IN0/4
OTHER0/6
CHI
MIN
Off the rush
2 G on 28 · 2.41 xG
2 G on 32 · 3.25 xG
Off rebounds
1 G on 5 · 1.05 xG
1 G on 1 · 0.15 xG

Wrist shots carried the volume: CHI went 1-for-29, MIN 1-for-25. CHI scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Eriksson Ek
#14 · C · MIN
1 G · 1 A · 2 SOG · 18:40 TOI · +2
Q. Hughes
#43 · D · MIN
0 G · 1 A · 1 SOG · 27:49 TOI · -2
C. Bedard
#98 · C · CHI
0 G · 1 A · 8 SOG · 23:50 TOI · -1
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Wallstedt (MIN) stopped 1.4 goals above expected.
  • MIN was lethal off the rush — 2 goals on 32 rush chances.
  • CHI was lethal off the rush — 2 goals on 28 rush chances.
  • CHI created 5 rebound opportunities (1 converted) — crashing the net effectively.
Before the game — the model's pre-game read
Preview · CHI at MIN · 8:00 PM ET

The Wild are the model's lean over the Blackhawks on the underlying numbers

By the ModelJul 12, 2:50 AMEdited for clarity
Win probability

The model's lean

60%
MIN
Model favorite
40%
60%
CHI50MIN

MIN by 20 points of win probability — a clear lean. Projected score CHI 2.32.9 MIN; 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 →MIN
42.0%5v5 xG%52.0%
46.0%Corsi%48.0%
2.17xGF / 602.55
2.94xGA / 602.40
1.84Goals for / gm2.04
2.41Goals against / gm1.93
0.996PDO — luck, not skill1.007

MIN holds 6 of 6 process categories — and PDO (0.996 vs 1.007) says MIN has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a CHI 2.3-2.9 MIN game with the Wild at 60% win probability.

Minnesota's advantage is written in the underlying numbers. At 5v5, the Wild generate 52.0% of expected goals against Chicago's 42.0%—a ten-point margin in volume that persists across the season. Corsi tells the same story: Minnesota 48.0%, Chicago 46.0%. The Blackhawks' 0.996 PDO is inflating their results relative to process; Minnesota's 1.007 suggests they're slightly outperforming expected outcomes but within sustainable range.

Both teams enter in recent freefall. Chicago has been outscored by 7 over their last 10 games. Minnesota's -6 over the same stretch shows identical defensive erosion. For Minnesota, that recent slump masks underlying dominance. For Chicago, it confirms what the underlying numbers already say: they're being out-prepared.

The goaltending angle introduces one lever of uncertainty. S. Knight is on a back-to-back, which typically signals either a backup starter or a tired frontman. That's a marginal Minnesota edge in a game already tilted their way.

Chicago's offense rests on Tyler Bertuzzi, who carries 0.85 xG/60 with 20 goals and 15 assists. His 7 high-danger opportunities and 18.0% shooting rate make him the engine. Connor Bedard provides secondary thrust at 0.82 xG/60 with 17 goals and 27 assists, though his 11.8% shooting rate suggests he's generating chances without always burying them.

Minnesota counters with Matt Boldy at 0.89 xG/60, carrying 22 goals and 18 assists with 5 high-danger goals on a pristine 13.7% shooting rate. He's finishing at an elite clip in elite volume. Robby Fabbri, if active, would add 0.88 xG/60, but he's marked likely out—the depth thins meaningfully without him.

The 60% Minnesota lean understates the edge. Chicago is out-shot in both actual and expected metrics; their -7 recent differential isn't variance, it's process disadvantage catching up. Anton Frondell represents Chicago's defensive weak link, and Minnesota will find him repeatedly. The Wild's dominance at even strength and Boldy's clinical finishing should prevail.

The only question is whether S. Knight steals a night.

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
MIN
Matt Boldy22G 18A
0.89 xG/60 · 5 HD · 13.7% sh
Robby Fabbri2G 3A
0.88 xG/60 · 1 HD · 6.9% sh
Source · MoneyPuck skaters