Backcheck
Recap · CHI at NYR

Rangers run the Blackhawks off the ice on the underlying numbers

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

By the ModelJul 12, 9:12 AMxG: xgboost-0.758Edited for clarity
Away
CHI
Chicago Blackhawks
1
Home
NYR
New York Rangers
6
FINAL
Process vs result

The underlying story

2.29Expected goals5.08
69% share for the better side
28Shot attempts (SOG)38
3High-danger chances7
49Corsi (all attempts)68
Score-adjusted: 46% / 54%
Source · NHL play-by-play · XGBoost xG

The Rangers' 6-1 win looked inevitable by the underlying numbers: 69% of 5v5 expected goals (5.08–2.29). The specifics revealed uneven variance.

D. Garand posted a 0.964 save percentage, +1.29 from expected, masking an odd reality: NYR converted 0 of 7 high-danger chances. They scored their six goals elsewhere—four off the rush and one from a rebound opportunity. This pattern suggested efficiency through volume and positioning rather than from prime scoring areas.

The Blackhawks surrendered both volume and quality. NYR held 58% of shot attempts (38–28). A. Soderblom finished at 0.842 SV%, −0.92 from expected, though he stood firm on 7 high-danger chances (100%). The divide: Chicago generated moments but no momentum, while New York was lethal off the rush (4 goals on 31 chances) and crashed the net for a converting edge (8 rebound opportunities, 1 converted vs. 3 and 0).

New York's shot quality (0.075 xG/shot) far exceeded Chicago's (0.047). The gap in volume and efficiency compounded relentlessly.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
CHI0 / 3 · 0.63 xG
NYR0 / 7 · 1.58 xG
Medium dangermid-range
CHI1 / 13 · 1.07 xG
NYR5 / 24 · 2.72 xG
Low dangerperimeter & point
CHI0 / 33 · 0.59 xG
NYR1 / 37 · 0.78 xG

NYR went 5-for-24 from medium danger on 2.72 expected goals — 2.3 above expected.

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

Finishing vs expected

expectedactual
CHI
1 G · 2.29 xG · -1.3
NYR
6 G · 5.08 xG · +0.9
01234567
Goalies · GSAx (goals saved above expected)
A. SoderblomCHI
-0.9
D. GarandNYR
+1.3

CHI finished -1.3 against expected, NYR +0.9 — D. Garand (NYR) saved 1.3 goals above expected.

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

Shot diet

goalsshots
CHI
WRIST1/15
SNAP0/10
SLAP0/8
TIP IN0/2
BACKHAND0/3
DEFLECTED0/1
POKE0/0
OTHER0/10
NYR
WRIST1/34
SNAP3/6
SLAP0/7
TIP IN1/7
BACKHAND0/1
DEFLECTED1/2
POKE0/2
OTHER0/9
CHI
NYR
Off the rush
1 G on 22 · 1.89 xG
4 G on 31 · 2.88 xG
Off rebounds
0 G on 3 · 0.09 xG
1 G on 8 · 1.14 xG

Wrist shots carried the volume: CHI went 1-for-15, NYR 1-for-34. NYR scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Miller
#8 · C · NYR
1 G · 2 A · 5 SOG · 17:00 TOI · +2
J. Brodzinski
#22 · C · NYR
2 G · 0 A · 3 SOG · 11:00 TOI · +2
B. Schneider
#4 · D · NYR
0 G · 1 A · 1 SOG · 21:49 TOI · +3
Ranked from the box score — points first · Backcheck
What the model flagged
  • CHI generated higher-quality looks than the shot total suggests.
  • D. Garand (NYR) stopped 1.3 goals above expected.
  • NYR generated far more dangerous chances — 0.075 xG/shot vs 0.047. Quality over quantity.
  • NYR couldn't convert — 0/7 on high-danger chances. That won't happen often.
  • NYR was lethal off the rush — 4 goals on 31 rush chances.
  • NYR created 8 rebound opportunities (1 converted) — crashing the net effectively.
  • CHI created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • A. Soderblom was a wall on HD chances — 100% SV on 7 high-danger shots.
Before the game — the model's pre-game read
Preview · CHI at NYR · 7:00 PM ET

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

By the ModelJul 12, 9:09 AMEdited for clarity
Win probability

The model's lean

58%
NYR
Model favorite
42%
58%
CHI50NYR

NYR by 16 points of win probability — a clear lean. Projected score CHI 2.32.7 NYR; 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 →NYR
42.0%5v5 xG%48.0%
46.0%Corsi%49.0%
2.17xGF / 602.26
2.94xGA / 602.40
1.84Goals for / gm1.88
2.41Goals against / gm1.90
0.996PDO — luck, not skill1.009

NYR holds 6 of 6 process categories — and PDO (0.996 vs 1.009) says NYR has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.3–2.7 Rangers victory with New York at 58% win probability. The Rangers' edge is rooted in a clear underlying advantage: New York generates 48.0% 5v5 expected goals compared to Chicago's 42.0%, while their Corsi percentage splits 49.0%–46.0% in their favor. Even the luck metrics align. Chicago sits at a 0.996 PDO while New York is at 1.009, suggesting the Rangers benefit from marginally better fortune.

Chicago's recent form offers no counterargument. Over their last ten games, the Blackhawks are underwater at minus-10 goal differential, indicating sustained performance issues.

The one tactical wrinkle favors Chicago. S. Knight is on a back-to-back, creating uncertainty about his availability. A tired starter hands Chicago offensive space; a backup introduces unpredictability.

Chicago's offense rests on two players operating at distinct efficiency levels. Tyler Bertuzzi leads with 0.85 expected goals per 60 minutes and carries 20 goals and 15 assists, where his 18.0% shooting rate and 7 high-danger goals indicate sustained offensive punch. Connor Bedard trails at 0.82 xG/60 but anchors playmaking with 27 assists and 5 high-danger goals—his 11.8% shooting rate signals underperformance relative to chances created. New York counters with higher-variance contributors. Adam Sykora operates at 0.91 xG/60, the highest among the four, though his three goals and 20.0% shooting suggest a player in limited deployment. Gabe Perreault's 0.79 xG/60 pairs with 13.1% shooting on eight goals, two of which are high-danger conversions.

Chicago's defensive weak link is Anton Frondell, while New York's is Vincent Iorio. Yet Chicago's goal differential decay—minus-10 over the last ten—suggests the problem runs deeper than any single defender can fix.

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
NYR
Adam Sykora3G 1A
0.91 xG/60 · 0 HD · 20.0% sh
Gabe Perreault8G 11A
0.79 xG/60 · 2 HD · 13.1% sh
Source · MoneyPuck skaters