Backcheck
Recap · WPG at CHI

Blackhawks shut out the Jets, 2-0

The Blackhawks stole one. They lost the expected-goals battle 4.96–3.46 and won anyway.

By the ModelJul 12, 1:35 AMxG: xgboost-0.758Edited for clarity
Away
WPG
Winnipeg Jets
0
Home
CHI
Chicago Blackhawks
2
FINAL
Process vs result

The underlying story

4.96Expected goals3.46
59% share for the better side
32Shot attempts (SOG)24
12High-danger chances5
65Corsi (all attempts)51
Score-adjusted: 58% / 42%
Source · NHL play-by-play · XGBoost xG

The Blackhawks won 2-0 despite losing the xG battle 41%-59%. Chicago converted; Winnipeg didn't.

The Jets controlled the game. They held 59% of expected goals at 5v5, generated 12 high-danger chances to Chicago's 5, created 8 rebound opportunities to Chicago's 5, and out-shot the Blackhawks 32-24. The analytics favored Winnipeg in every dimension except the scoreboard.

S. Knight made 32 saves, posting a 1.000 SV% and saving 4.96 goals above expected—the goaltending display that decided the game. C. Hellebuyck kept pace with a 0.957 SV% and +2.46 versus expected, but Winnipeg's inability to finish doomed him. The Jets went 0 for 12 on high-danger chances, underperforming their xG by 5.0 goals.

Connor Bedard's wrist shot from the wing (P3, 18:40) was the turning point—the moment this game swung Chicago's way.

A. Vlasic anchored the assists with 2 in 22:01, and I. Mikheyev added 1 in 20:26. Bedard's goal stood as the difference.

Three Stars

  • A. Vlasic (CHI) — 2A in 22:01
  • I. Mikheyev (CHI) — 1A in 20:26
  • C. Bedard (CHI) — 1G in 19:12
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WPG0 / 12 · 2.97 xG
CHI1 / 5 · 1.77 xG
Medium dangermid-range
WPG0 / 10 · 1.41 xG
CHI0 / 10 · 1.25 xG
Low dangerperimeter & point
WPG0 / 43 · 0.59 xG
CHI1 / 36 · 0.43 xG

WPG went 0-for-12 from high danger on 2.97 expected goals — 3.0 left on the table.

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

Finishing vs expected

expectedactual
WPG
0 G · 4.96 xG · -5.0
CHI
2 G · 3.46 xG · -1.5
0123456
Goalies · GSAx (goals saved above expected)
C. HellebuyckWPG
+2.5
S. KnightCHI
+5.0

WPG finished -5.0 against expected, CHI -1.5 — S. Knight (CHI) saved 5.0 goals above expected.

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

Shot diet

goalsshots
WPG
WRIST0/28
SLAP0/4
SNAP0/7
BACKHAND0/4
DEFLECTED0/2
TIP IN0/2
WRAP AROUND0/2
OTHER0/16
CHI
WRIST2/29
SLAP0/5
SNAP0/1
BACKHAND0/0
DEFLECTED0/1
TIP IN0/1
WRAP AROUND0/0
OTHER0/14
WPG
CHI
Off the rush
0 G on 26 · 3.05 xG
1 G on 15 · 1.19 xG
Off rebounds
0 G on 8 · 1.53 xG
0 G on 5 · 0.65 xG

Wrist shots carried the volume: WPG went 0-for-28, CHI 2-for-29.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
A. Vlasic
#72 · D · CHI
0 G · 2 A · 2 SOG · 22:01 TOI · +2
I. Mikheyev
#95 · R · CHI
0 G · 1 A · 1 SOG · 20:26 TOI · +2
C. Bedard
#98 · C · CHI
1 G · 0 A · 3 SOG · 19:12 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • CHI won despite being outplayed by xG (41%). Goaltending or finishing carried them.
  • C. Hellebuyck (WPG) stopped 2.5 goals above expected.
  • Open game — 17 high-danger chances combined (CHI 5, WPG 12).
  • WPG couldn't convert — 0/12 on high-danger chances. That won't happen often.
  • CHI created 5 rebound opportunities (0 converted) — crashing the net effectively.
  • WPG created 8 rebound opportunities (0 converted) — crashing the net effectively.
  • WPG underperformed xG by 5.0 — wasted quality chances.
  • C. Hellebuyck (WPG) saved 2.5 goals above expected — stole the show.
  • S. Knight (CHI) saved 5.0 goals above expected — stole the show.
  • S. Knight was a wall on HD chances — 100% SV on 12 high-danger shots.
Before the game — the model's pre-game read
Preview · WPG at CHI · 8:30 PM ET

Jets at Blackhawks: a genuine coin flip

By the ModelJul 12, 1:34 AMEdited for clarity
Win probability

The model's lean

53%
WPG
Model favorite
53%
47%
WPG50CHI

WPG by 6 points of win probability — a modest lean. Projected score WPG 2.62.5 CHI; 18% 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 →CHI
48.0%5v5 xG%42.0%
49.0%Corsi%46.0%
2.34xGF / 602.17
2.55xGA / 602.94
1.90Goals for / gm1.84
2.10Goals against / gm2.41
0.998PDO — luck, not skill0.996

WPG holds 6 of 6 process categories — and PDO (0.998 vs 0.996) says WPG has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.6-2.5 game with the Jets at 53% win probability — this is as close to a pick'em as you'll find.

Winnipeg owns the underlying play. At 5v5, the Jets post a 48.0% expected goals share against Chicago's 42.0%, a difference that shows up across the board: Corsi runs 49.0% to 46.0%. Both teams are remarkably close to perfect luck (PDO at 0.998 and 0.996), so the high variance hasn't distorted either team's record yet.

The edge belongs to Winnipeg, but the margin is thin enough that goaltending becomes critical. Both A. Soderblom and C. Hellebuyck are on back-to-backs, which introduces uncertainty—a tired starter or an unannounced backup could shift the game's complexion entirely.

On the ice, Nino Niederreiter leads Winnipeg. He's generating 0.87 expected goals per 60 minutes, owns 6 goals and 6 assists, and has buried 3 high-danger chances at an 8.6% shooting rate. Kyle Connor (0.83 xG/60) paces secondary production: 25 goals and 30 assists with 2 high-danger goals, though his 13.0% shooting rate suggests some unsustainable luck. That duo represents Winnipeg's chief offensive threat.

Chicago counters with Tyler Bertuzzi (0.85 xG/60, 20G 15A, 7 HD goals, 18.0% shooting) and Connor Bedard (0.82 xG/60, 17G 27A, 5 HD goals, 11.8% shooting). Bertuzzi's high-danger efficiency is notable—seven high-danger goals speaks to a player who finishes what he generates. Bedard's production is anchored in volume; his 11.8% shooting rate is healthy but not extreme.

The tactical battleground reveals weaknesses. Winnipeg shows 0% high-danger and rebound goal rates, suggesting play that leaves nothing to chance—or indicates small-sample noise. Colin Miller represents a defensive liability. Chicago mirrors that offensive tightness (0% HD and rebound rates), with Anton Frondell as the vulnerable defender. Neither team is generating chances through the dirty areas at meaningful rates, which could make this game dull or decided by execution on fewer opportunities.

At 53%, the Jets deserve marginal respect, but the model's slight confidence reflects reality: this is a dead-even matchup dressed up in underlying metrics. The back-to-back situation adds one more variable to an already flat proposition. Lean slightly Jets, but prepare for a coin-flip result.

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
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
Source · MoneyPuck skaters