Backcheck
Recap · MTL at CHI

Canadiens run the Blackhawks off the ice on the underlying numbers

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

By the ModelJun 16, 2:26 PMxG: xgboost-0.758Edited for clarity
Away
MTL
Montreal Canadiens
3
Home
CHI
Chicago Blackhawks
2
FINAL
Process vs result

The underlying story

4.45Expected goals1.96
69% share for the better side
28Shot attempts (SOG)22
9High-danger chances2
61Corsi (all attempts)44
Score-adjusted: 58% / 42%
Source · NHL play-by-play · XGBoost xG

Montreal's 3-2 win buried a more decisive scoreline beneath the surface: the Canadiens controlled 69% of 5v5 expected goals, 4.45–1.96.

The gap between volume and quality tells the story. Chicago held 44% of shot attempts (22 on goal to Montreal's 28), a roughly balanced battle. But Montreal generated substantially more dangerous looks—0.073 expected goals per shot versus Chicago's 0.045. High-danger chances went 9-2.

S. Knight kept Chicago within reach with a save 1.45 goals above expected. S. Montembeault underperformed his underlying numbers, allowing three when 4.45 xG suggested closer to four.

Chicago was lethal on the rush, scoring twice on 21 chances. Montreal scored twice on 33 rush chances, a lower-efficiency secondary outlet overwhelmed by primary dominance. The power play crystallized Montreal's advantage: 2 goals on 27 shots (2.91 xG), turning zone time into actual scoring.

N. Suzuki recorded three assists in 21:56. T. Teravainen contributed two assists in 20:34. C. Caufield added one goal and one assist in 19:58.

Montreal controlled the game because it didn't just own the puck—it owned it in the right places.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
MTL2 / 9 · 2.20 xG
CHI0 / 2 · 0.45 xG
Medium dangermid-range
MTL0 / 15 · 1.71 xG
CHI2 / 9 · 0.88 xG
Low dangerperimeter & point
MTL1 / 37 · 0.53 xG
CHI0 / 33 · 0.63 xG

MTL went 0-for-15 from medium danger on 1.71 expected goals — 1.7 left on the table.

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

Finishing vs expected

expectedactual
MTL
3 G · 4.45 xG · -1.4
CHI
2 G · 1.96 xG · +0.0
012345
Goalies · GSAx (goals saved above expected)
S. MontembeaultMTL
-0.0
S. KnightCHI
+1.4

MTL finished -1.4 against expected, CHI +0.0 — S. Knight (CHI) saved 1.4 goals above expected.

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

Shot diet

goalsshots
MTL
WRIST2/18
SNAP0/7
DEFLECTED0/5
TIP IN0/3
SLAP0/4
BACKHAND0/5
BAT1/1
OTHER0/18
CHI
WRIST1/22
SNAP0/4
DEFLECTED0/2
TIP IN1/3
SLAP0/2
BACKHAND0/1
BAT0/0
OTHER0/10
MTL
CHI
Off the rush
2 G on 33 · 3.40 xG
2 G on 21 · 1.08 xG
Off rebounds
1 G on 3 · 0.65 xG
0 G on 5 · 0.49 xG

Wrist shots carried the volume: MTL went 2-for-18, CHI 1-for-22. MTL scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
N. Suzuki
#14 · C ·
0 G · 3 A · 2 SOG · 21:56 TOI · +1
T. Teravainen
#86 · C ·
0 G · 2 A · 1 SOG · 20:34 TOI · +1
C. Caufield
#13 · R ·
1 G · 1 A · 3 SOG · 19:58 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • CHI had the shot volume but the chances weren't dangerous.
  • S. Knight (CHI) stopped 1.4 goals above expected.
  • MTL had the higher quality looks — 0.073 xG/shot vs 0.045.
  • CHI was lethal off the rush — 2 goals on 21 rush chances.
  • MTL was lethal off the rush — 2 goals on 33 rush chances.
  • CHI created 5 rebound opportunities (0 converted) — crashing the net effectively.
  • MTL created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • MTL power play was dominant — 2 PPG on 27 PP shots (2.91 xG).
Before the game — the model's pre-game read
Preview · MTL at CHI · 7:00 PM ET

Canadiens at Blackhawks: a genuine coin flip

By the ModelJun 16, 2:25 PMEdited for clarity
Win probability

The model's lean

53%
MTL
Model favorite
53%
47%
MTL50CHI

MTL by 6 points of win probability — a modest lean. Projected score MTL 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

MTL← edge
edge →CHI
48.0%5v5 xG%42.0%
49.0%Corsi%46.0%
2.41xGF / 602.17
2.62xGA / 602.94
2.24Goals for / gm1.84
1.96Goals against / gm2.41
1.018PDO — luck, not skill0.996

MTL holds 6 of 6 process categories — and PDO (1.018 vs 0.996) says MTL has run hotter.

Source · MoneyPuck season tables · 5v5

This is as close to a pick'em as you'll find. The model projects a 2.7–2.5 Montreal win with Chicago holding 47% win probability.

Montreal is the hotter team: 5-3-0 in their last 10. Chicago is submerged at -5 goal differential over the same stretch. But the Canadiens are running hot at both ends, which carries a cost.

Montreal owns the underlying play at 48.0% expected goals share to Chicago's 42.0%, and controls 49.0% of shot attempts. Their PDO of 1.018 signals they're converting chances at an elevated rate, a streak that tends not to last. Chicago's 0.996 PDO indicates they're not experiencing the same luck.

Cole Caufield is Montreal's engine. He's generating 0.97 expected goals per 60 minutes with 33 goals and a 20.0% shooting percentage, marking him as one of the league's most efficient finishers. Brendan Gallagher (0.89 xG/60, 5 goals, 13 assists, 4.6% shooting) operates in a secondary role—his assist total outpaces his goal total, signaling a playmaking function.

Chicago's offense rests on Tyler Bertuzzi and Connor Bedard. Bertuzzi (20 goals, 0.85 xG/60) supplies both volume and secondary scoring. Bedard (17 goals, 27 assists, 0.82 xG/60) is the playmaker—his 27 assists dwarf his 17 goals, and his 11.8% shooting rate confirms his value flows through creation, not finishing.

Mike Matheson is Montreal's defensive vulnerability. For Chicago, that's Anton Frondell.

Both teams are stuck at 0% on hard-to-define goals and rebound goals—a pattern worth monitoring if either breaks through.

Three Things to Watch

  • Montreal owns the underlying play at 48.0% expected goals share versus Chicago's 42.0%.
  • Montreal's 5-3-0 record masks an unsustainable PDO at 1.018; Chicago's -5 goal differential conceals their 5v5 competitiveness.
  • Caufield's 20.0% shooting rate and Bedard's 27 assists define their respective roles as finisher and creator.
Computed danger · scouting

Players to watch

MTL
Cole Caufield33G 16A
0.97 xG/60 · 1 HD · 20.0% sh
Brendan Gallagher5G 13A
0.89 xG/60 · 1 HD · 4.6% 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