Backcheck
Recap · CHI at WPG

Jets pull away from the Blackhawks

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

By the ModelJul 11, 2:03 PMxG: xgboost-0.758Edited for clarity
Away
CHI
Chicago Blackhawks
3
Home
WPG
Winnipeg Jets
6
FINAL
Process vs result

The underlying story

2.65Expected goals3.62
58% share for the better side
24Shot attempts (SOG)32
2High-danger chances6
56Corsi (all attempts)54
Score-adjusted: 57% / 43%
Source · NHL play-by-play · XGBoost xG

The Jets controlled 58% of 5v5 expected goals (3.62–2.65). Their 6-3 victory, however, suggests even greater dominance — they overperformed their xG by 2.38 goals. S. Knight, Chicago's goaltender, conceded 2.38 goals beyond expectation, revealing the full weight of Winnipeg's performance.

Chicago managed only 24 shot attempts to Winnipeg's 32, and the quality gap was starker: Winnipeg generated 0.067 expected goals per shot versus Chicago's 0.047. High-danger chances told the story cleanly — six for Winnipeg, two for Chicago.

Kyle Connor's backhander from the slot (P3, 17:19) was the turning point — the kind of dangerous, opportunistic play that separates wins from close games.

C. Hellebuyck's 0.875 save percentage (21/24) was workmanlike, but Knight's 0.812 (26/32) exposed the Blackhawks' defensive predicament. Winnipeg's rush game was particularly lethal — five goals on 29 chances, compared to Chicago's two on 27. The Jets also cashed in from unlikely spots: two goals from low-danger areas where goaltenders expect to make the save.

What didn't work: Winnipeg converted zero of six high-danger chances in open play, a statistical anomaly that won't repeat. Knight made some saves he had no business making; the final score flattered no one but rewarded the team that played better in every dimension.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
CHI0 / 2 · 0.40 xG
WPG0 / 6 · 1.43 xG
Medium dangermid-range
CHI3 / 14 · 1.45 xG
WPG4 / 13 · 1.45 xG
Low dangerperimeter & point
CHI0 / 40 · 0.79 xG
WPG2 / 35 · 0.74 xG

WPG went 4-for-13 from medium danger on 1.45 expected goals — 2.5 above expected.

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

Finishing vs expected

expectedactual
CHI
3 G · 2.65 xG · +0.3
WPG
6 G · 3.62 xG · +2.4
01234567
Goalies · GSAx (goals saved above expected)
S. KnightCHI
-2.4
C. HellebuyckWPG
-0.4

CHI finished +0.3 against expected, WPG +2.4 — S. Knight (CHI) allowed 2.4 more goals than expected.

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

Shot diet

goalsshots
CHI
WRIST1/21
SLAP1/7
TIP IN0/5
BACKHAND0/1
SNAP0/4
DEFLECTED0/2
WRAP AROUND0/1
BETWEEN LEGS1/1
OTHER0/14
WPG
WRIST3/25
SLAP1/6
TIP IN0/5
BACKHAND1/6
SNAP1/1
DEFLECTED0/2
WRAP AROUND0/0
BETWEEN LEGS0/0
OTHER0/9
CHI
WPG
Off the rush
2 G on 27 · 1.89 xG
5 G on 29 · 2.18 xG
Off rebounds
1 G on 4 · 0.47 xG
0 G on 4 · 0.80 xG

Wrist shots carried the volume: CHI went 1-for-21, WPG 3-for-25. WPG scored 5 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
K. Connor
#81 · L · WPG
1 G · 2 A · 2 SOG · 20:10 TOI · +3
G. Vilardi
#13 · C · WPG
2 G · 1 A · 5 SOG · 18:58 TOI · +3
M. Scheifele
#55 · C · WPG
1 G · 2 A · 2 SOG · 17:56 TOI · +3
Ranked from the box score — points first · Backcheck
What the model flagged
  • S. Knight (CHI) gave up 2.4 goals more than expected — well below their workload.
  • WPG generated far more dangerous chances — 0.067 xG/shot vs 0.047. Quality over quantity.
  • WPG couldn't convert — 0/6 on high-danger chances. That won't happen often.
  • WPG scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • WPG was lethal off the rush — 5 goals on 29 rush chances.
  • CHI was lethal off the rush — 2 goals on 27 rush chances.
  • WPG created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • CHI created 4 rebound opportunities (1 converted) — crashing the net effectively.
  • WPG outperformed their expected goals by 2.4 — elite finishing or lucky bounces.
Before the game — the model's pre-game read
Preview · CHI at WPG · 8:00 PM ET

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

By the ModelJul 11, 1:53 PMEdited for clarity
Win probability

The model's lean

57%
WPG
Model favorite
43%
57%
CHI50WPG

WPG by 14 points of win probability — a modest lean. Projected score CHI 2.42.8 WPG; 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 →WPG
42.0%5v5 xG%48.0%
46.0%Corsi%49.0%
2.17xGF / 602.34
2.94xGA / 602.55
1.84Goals for / gm1.90
2.41Goals against / gm2.10
0.996PDO — luck, not skill0.998

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

Source · MoneyPuck season tables · 5v5

The model projects a CHI 2.4 - 2.8 WPG game with the Jets at 57% win probability. Winnipeg's lean rests on five-on-five dominance that spans multiple dimensions.

The Jets control both shot quality and volume. At 48.0% expected goals to Chicago's 42.0%, Winnipeg sustains a six-point edge in prime chances. Corsi tells the same story: the Jets capture 49.0% of shot attempts versus Chicago's 46.0%. Neither team receives a luck bonus—PDO sits at 0.998 for Winnipeg and 0.996 for the Blackhawks—meaning this edge reflects sustained possession, not variance.

Chicago's Tyler Bertuzzi anchors the offense with 0.85 expected goals per 60 minutes and 20 goals on 18.0% shooting. His seven high-danger goals make him the game's most efficient threat. Connor Bedard operates differently: 0.82 xG/60 but 27 assists to 17 goals, functioning as a setup man. His 11.8% shooting leaves room for upside if volume increases.

Winnipeg counters with Nino Niederreiter, who leads the game in volume at 0.87 xG/60, and Kyle Connor, who combines 25 goals with 30 assists on 13.0% shooting. Connor's only two high-danger goals underscore his clinical finishing: he's generating fewer prime looks but converting at an elite rate.

The strategic assignments flow directly from these edges. Winnipeg must neutralize Bertuzzi's 0.85 xG/60 generation. Chicago must contain both Niederreiter's chance volume and Connor's dual threat as a finisher and playmaker. If Bedard's shooting ticks upward, Chicago gains a secondary outlet.

The underlying numbers point one direction. Winnipeg sustains higher possession and identical scoring efficiency with no luck disadvantage. That 57% win probability is model confidence that possession will translate to goals.

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
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
Source · MoneyPuck skaters