Backcheck
Recap · WPG at CHI

Jets edge the Blackhawks in overtime

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

By the ModelJul 12, 9:50 AMxG: xgboost-0.758Edited for clarity
Away
WPG
Winnipeg Jets
4
Home
CHI
Chicago Blackhawks
3
FINAL / OT
Process vs result

The underlying story

3.02Expected goals2.21
58% share for the better side
24Shot attempts (SOG)21
3High-danger chances4
49Corsi (all attempts)43
Score-adjusted: 53% / 47%
Source · NHL play-by-play · XGBoost xG

The Blackhawks created the higher-quality chances—4 high-danger opportunities to Winnipeg's 3—yet fell 4–3 in overtime.

Winnipeg's underlying advantage was decisive at 5v5. The Jets commanded 58% of expected goals (3.02–2.21), a margin that aligned with their scoreline despite the Blackhawks' edge in chance quality. Both teams overperformed their xG significantly: Chicago by 0.79 goals, Winnipeg by 0.98, suggesting variance played a role.

Winnipeg's conversion came from execution more than luck. The Jets were clinical off the rush, scoring 3 goals on 25 chances—their most efficient channel. They also crashed effectively, generating 3 rebound opportunities and converting 1, a simple formula that high-danger metrics miss. The Blackhawks, meanwhile, were efficient in the one area they dominated: they converted 2 of 4 high-danger chances (50%), a lethal rate that nearly carried them.

The overtime winner came at 00:33 via Kyle Connor's wrist shot from the slot.

Both goalies underperformed. C. Hellebuyck finished 18/21 (0.857 SV%), 0.79 below expected—exactly the margin Chicago overshot xG. S. Knight allowed 4 on 24 shots (0.833 SV%), 0.98 below expected, the amount Winnipeg overperformed.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WPG2 / 3 · 0.71 xG
CHI2 / 4 · 0.84 xG
Medium dangermid-range
WPG2 / 15 · 1.84 xG
CHI1 / 8 · 0.83 xG
Low dangerperimeter & point
WPG0 / 31 · 0.47 xG
CHI0 / 31 · 0.54 xG

WPG went 2-for-3 from high danger on 0.71 expected goals — 1.3 above expected.

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

Finishing vs expected

expectedactual
WPG
4 G · 3.02 xG · +1.0
CHI
3 G · 2.21 xG · +0.8
012345
Goalies · GSAx (goals saved above expected)
C. HellebuyckWPG
-0.8
S. KnightCHI
-1.0

WPG finished +1.0 against expected, CHI +0.8 — S. Knight (CHI) allowed 1.0 more goals than expected.

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

Shot diet

goalsshots
WPG
WRIST2/20
SNAP1/4
BACKHAND1/5
TIP IN0/5
SLAP0/3
WRAP AROUND0/1
OTHER0/11
CHI
WRIST1/21
SNAP1/5
BACKHAND1/3
TIP IN0/0
SLAP0/1
WRAP AROUND0/1
OTHER0/12
WPG
CHI
Off the rush
3 G on 25 · 2.32 xG
1 G on 22 · 1.46 xG
Off rebounds
1 G on 3 · 0.38 xG
0 G on 1 · 0.21 xG

Wrist shots carried the volume: WPG went 2-for-20, CHI 1-for-21. WPG scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
M. Scheifele
#55 · C · WPG
0 G · 3 A · 1 SOG · 20:32 TOI · -1
J. Morrissey
#44 · D · WPG
1 G · 1 A · 1 SOG · 23:42 TOI · +2
K. Connor
#81 · L · WPG
1 G · 1 A · 4 SOG · 21:07 TOI · -1
Ranked from the box score — points first · Backcheck
What the model flagged
  • CHI was clinical in the high-danger zone — 2/4 on HD chances (50%).
  • WPG was lethal off the rush — 3 goals on 25 rush chances.
  • WPG created 3 rebound opportunities (1 converted) — crashing the net effectively.
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, 10:00 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 sees a 2.6–2.5 game favoring Winnipeg by the thinnest margin: 53% win probability. That's not a strong opinion; that's a coin flip.

It's also accurate. The Jets control 5v5 play with 48.0% expected goals against Chicago's 42.0%, enough to claim the underlying advantage. But Niederreiter's shot conversion at 8.6% sits well below Connor's 13.0%—a spread that suggests shooting touch will decide this.

The Blackhawks are underwater at −17 goal differential over their last 10, which explains the tightness. Both teams oscillate between periods of control and periods where nothing materializes.

Nino Niederreiter anchors Winnipeg's attack at 0.87 expected goals per 60 minutes, a volume that supports his 6 goals and 3 high-danger chances. Kyle Connor bridges the gap differently: at 0.83 xG/60, he converts at 13.0%, and his 25 goals and only 2 high-danger tallies suggest his scoring comes from volume rather than premium situations.

Tyler Bertuzzi offers Chicago's counter-punch: 0.85 xG/60, 20 goals, 7 high-danger chances, and 18.0% shooting. Connor Bedard contributes similarly (0.82 xG/60, 17 goals, 5 high-danger chances, 11.8% shooting), both relying on high-volume generation and above-average conversion.

Colin Miller is Winnipeg's defensive weak link; Anton Frondell for Chicago.

This is genuinely a toss-up. The model isn't hedging; it's reflecting the tension between what the underlying numbers say (slight Winnipeg edge) and what recent results suggest (nothing's predetermined).

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