Backcheck
Recap · BOS at CHI

Bruins pull away from the Blackhawks

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

By the ModelJul 12, 1:46 AMxG: xgboost-0.758Edited for clarity
Away
BOS
Boston Bruins
5
Home
CHI
Chicago Blackhawks
2
FINAL
Process vs result

The underlying story

3.08Expected goals2.60
54% share for the better side
23Shot attempts (SOG)24
6High-danger chances5
48Corsi (all attempts)57
Score-adjusted: 45% / 55%
Source · NHL play-by-play · XGBoost xG

Expected goals predicted a close game. Boston 3.08, Chicago 2.60. The 5-2 scoreline disagreed.

Goaltending variance drove the gap. A. Soderblom (Chicago) allowed 1.92 more goals than expected, finishing 18/23 with a 0.783 save percentage. J. Korpisalo (Boston) moved in the opposite direction: 22/24 saves, 0.917 save percentage, +0.60 versus expectation. Boston overperformed their xG by 1.92 overall.

The chance quality barely differed. High-danger splits went 5–6, and Boston's xG per shot (0.064) beat Chicago's (0.046). But execution diverged sharply. Chicago scored zero goals on five high-danger chances. Korpisalo saved all five high-danger shots he faced. Boston also scored twice from low-danger areas.

Rush-chance shooting mirrored the pattern: Chicago 2 goals on 25 attempts, Boston 4 on 25. That's the story when underlying metrics suggested parity.

The third period turned on Marat Khusnutdinov's snap shot from the slot.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
BOS2 / 6 · 1.43 xG
CHI0 / 5 · 1.01 xG
Medium dangermid-range
BOS1 / 9 · 1.00 xG
CHI1 / 8 · 0.86 xG
Low dangerperimeter & point
BOS2 / 33 · 0.65 xG
CHI1 / 44 · 0.73 xG

BOS went 2-for-33 from low danger on 0.65 expected goals — 1.4 above expected.

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

Finishing vs expected

expectedactual
BOS
5 G · 3.08 xG · +1.9
CHI
2 G · 2.60 xG · -0.6
0123456
Goalies · GSAx (goals saved above expected)
J. KorpisaloBOS
+0.6
A. SoderblomCHI
-1.9

BOS finished +1.9 against expected, CHI -0.6 — A. Soderblom (CHI) allowed 1.9 more goals than expected.

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

Shot diet

goalsshots
BOS
WRIST3/20
SLAP0/6
TIP IN0/1
SNAP2/6
BACKHAND0/3
DEFLECTED0/1
BAT0/0
OTHER0/11
CHI
WRIST2/30
SLAP0/3
TIP IN0/6
SNAP0/0
BACKHAND0/1
DEFLECTED0/2
BAT0/1
OTHER0/14
BOS
CHI
Off the rush
4 G on 25 · 2.32 xG
2 G on 25 · 1.47 xG
Off rebounds
0 G on 2 · 0.34 xG
0 G on 4 · 0.61 xG

Wrist shots carried the volume: BOS went 3-for-20, CHI 2-for-30. BOS scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
D. Pastrnak
#88 · R · BOS
0 G · 2 A · 1 SOG · 20:47 TOI · +2
E. Lindholm
#28 · C · BOS
0 G · 2 A · 1 SOG · 18:28 TOI · +2
M. Lohrei
#6 · D · BOS
2 G · 0 A · 3 SOG · 17:21 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • A. Soderblom (CHI) gave up 1.9 goals more than expected — well below their workload.
  • BOS had the higher quality looks — 0.064 xG/shot vs 0.046.
  • CHI couldn't convert — 0/5 on high-danger chances. That won't happen often.
  • BOS scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • CHI was lethal off the rush — 2 goals on 25 rush chances.
  • BOS was lethal off the rush — 4 goals on 25 rush chances.
  • CHI created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • BOS outperformed their expected goals by 1.9 — elite finishing or lucky bounces.
  • J. Korpisalo was a wall on HD chances — 100% SV on 5 high-danger shots.
Before the game — the model's pre-game read
Preview · BOS at CHI · 8:00 PM ET

Bruins at Blackhawks: a genuine coin flip

By the ModelJul 12, 1:20 AMEdited for clarity
Win probability

The model's lean

52%
BOS
Model favorite
52%
48%
BOS50CHI

BOS by 4 points of win probability — effectively a coin flip. Projected score BOS 2.72.5 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

BOS← edge
edge →CHI
47.0%5v5 xG%42.0%
49.0%Corsi%46.0%
2.39xGF / 602.17
2.67xGA / 602.94
2.22Goals for / gm1.84
1.82Goals against / gm2.41
1.023PDO — luck, not skill0.996

BOS holds 6 of 6 process categories — and PDO (1.023 vs 0.996) says BOS has run hotter.

Source · MoneyPuck season tables · 5v5

The model backs the headline: Boston gets 2.7 expected goals to Chicago's 2.5, and the Bruins earn just 52% win probability—the thinnest possible edge.

Boston owns the underlying play. The Bruins generate 47.0% of shot quality at 5v5 and control 49.0% of shot volume (Corsi), compared to Chicago's 42.0% and 46.0% respectively. They should win this game in a vacuum.

But the Bruins' PDO of 1.023 is a flashing warning. They're converting at 2.7 percentage points above the long-term average—unsustainable luck that will regress. Chicago, running at 0.996, sits right on the line between normal and cold. That PDO gap is the entire reason this game isn't a Bruins W.

Watch the goaltending situation. Both S. Knight and J. Swayman are on back-to-backs, which often means backup play or tired starters. Whichever team gets fresher goaltending gains an edge the underlying metrics miss.

Players to Watch

Boston: Viktor Arvidsson (1.04 xG/60, 18G, 2 HD goals, 13.0% shooting), Tanner Jeannot (0.75 xG/60, 6G, 2 HD goals, 8.3% shooting)

Chicago: Tyler Bertuzzi (0.85 xG/60, 20G, 7 HD goals, 18.0% shooting), Connor Bedard (0.82 xG/60, 17G, 5 HD goals, 11.8% shooting)

Chicago's path is to exploit Boston's defensive weak link, Elias Lindholm, and cash in on high-danger chances. Boston's path is symmetrical—target Anton Frondell and force mistakes on Chicago's back end. Arvidsson and Bertuzzi, both elite finishers, will determine whether the better underlying play translates to two points or none.

The projection says pick a side at random. The PDO discrepancy suggests Boston at a discount. But on a back-to-back goaltending day, discount enough.

Computed danger · scouting

Players to watch

BOS
Viktor Arvidsson18G 24A
1.04 xG/60 · 2 HD · 13.0% sh
Tanner Jeannot6G 14A
0.75 xG/60 · 2 HD · 8.3% 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