Backcheck
Recap · MTL at BOS

Canadiens run the Bruins off the ice on the underlying numbers

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

By the ModelJul 11, 9:46 PMxG: xgboost-0.758Edited for clarity
Away
MTL
Montreal Canadiens
6
Home
BOS
Boston Bruins
2
FINAL
Process vs result

The underlying story

3.89Expected goals2.48
61% share for the better side
29Shot attempts (SOG)28
7High-danger chances1
59Corsi (all attempts)53
Score-adjusted: 51% / 49%
Source · NHL play-by-play · XGBoost xG

Montreal's 6-2 win obscures the underlying precision: they scored six goals on an expected 3.89. A 2.11-goal overperformance sits well outside variance—it was elite finishing backing a 61–39 expected-goal advantage (3.89–2.48).

Boston's problem was quality masking as volume. The Bruins held 49% of shot attempts (28-29 on goal), but graded low: 0.047 xG per attempt versus Montreal's 0.066. High-danger chances made the gap obvious—Montreal generated seven to Boston's one, converting three (43%) to Boston's one (14%).

J. Swayman absorbed the damage. The goalie went 23-for-29 (0.793 SV%), 2.11 goals below his expected baseline. J. Fowler (Montreal) operated in the inverse reality: 26 of 28 (0.929 SV%), standing on firmer ground.

Montreal's efficiency extended beyond shooting. On the rush, they scored three goals on 28 attempts. Boston manufactured four rebound chances and converted zero. The power play reinforced the gap: 2 PPG on 12 shots (1.26 xG).

Juraj Slafkovský's slap shot from the top of the circles (P3, 12:22) capped Montreal's third-period control.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
MTL3 / 7 · 1.54 xG
BOS1 / 1 · 0.23 xG
Medium dangermid-range
MTL3 / 15 · 1.77 xG
BOS1 / 16 · 1.82 xG
Low dangerperimeter & point
MTL0 / 37 · 0.59 xG
BOS0 / 36 · 0.43 xG

MTL went 3-for-7 from high danger on 1.54 expected goals — 1.5 above expected.

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

Finishing vs expected

expectedactual
MTL
6 G · 3.89 xG · +2.1
BOS
2 G · 2.48 xG · -0.5
01234567
Goalies · GSAx (goals saved above expected)
J. FowlerMTL
+0.5
J. SwaymanBOS
-2.1

MTL finished +2.1 against expected, BOS -0.5 — J. Swayman (BOS) allowed 2.1 more goals than expected.

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

Shot diet

goalsshots
MTL
SNAP0/10
WRIST4/17
SLAP1/8
BACKHAND0/2
TIP IN0/4
WRAP AROUND0/1
BAT1/1
DEFLECTED0/0
OTHER0/16
BOS
SNAP1/22
WRIST1/1
SLAP0/3
BACKHAND0/6
TIP IN0/2
WRAP AROUND0/0
BAT0/0
DEFLECTED0/1
OTHER0/18
MTL
BOS
Off the rush
3 G on 28 · 2.95 xG
1 G on 16 · 1.37 xG
Off rebounds
2 G on 2 · 0.35 xG
0 G on 4 · 0.45 xG

Snap shots carried the volume: MTL went 0-for-10, BOS 1-for-22. MTL scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
N. Dobson
#53 · D · MTL
0 G · 3 A · 0 SOG · 24:04 TOI
L. Hutson
#48 · D · MTL
0 G · 3 A · 2 SOG · 22:44 TOI · +4
N. Suzuki
#14 · C · MTL
1 G · 1 A · 2 SOG · 23:26 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • BOS had the shot volume but the chances weren't dangerous.
  • J. Swayman (BOS) gave up 2.1 goals more than expected — well below their workload.
  • MTL had the higher quality looks — 0.066 xG/shot vs 0.047.
  • MTL was clinical in the high-danger zone — 3/7 on HD chances (43%).
  • MTL was lethal off the rush — 3 goals on 28 rush chances.
  • BOS created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • MTL outperformed their expected goals by 2.1 — elite finishing or lucky bounces.
  • MTL power play was dominant — 2 PPG on 12 PP shots (1.26 xG).
Before the game — the model's pre-game read
Preview · MTL at BOS · 7:00 PM ET

Canadiens at Bruins: a genuine coin flip

By the ModelJul 11, 10:05 PMEdited for clarity
Win probability

The model's lean

52%
BOS
Model favorite
48%
52%
MTL50BOS

BOS by 4 points of win probability — effectively a coin flip. Projected score MTL 2.52.6 BOS; 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 →BOS
48.0%5v5 xG%47.0%
49.0%Corsi%49.0%
2.41xGF / 602.39
2.62xGA / 602.67
2.24Goals for / gm2.22
1.96Goals against / gm1.82
1.018PDO — luck, not skill1.023

MTL holds 4 of 6 process categories — and PDO (1.018 vs 1.023) says BOS has run hotter.

Source · MoneyPuck season tables · 5v5

The model is essentially indifferent: it projects a 2.5-2.6 goal game with Boston holding 52% win probability. That margin is noise.

Both teams are running even at even strength. Montreal's 48.0% expected goals share and 49.0% Corsi are matched against Boston's 47.0% xG% and identical Corsi—genuine statistical parity. The differentiator is finish: both are overperforming their shot quality. Montreal's 1.018 PDO and Boston's 1.023 PDO suggest both are due for regression, which cuts both ways.

Back-to-back situations for both J. Swayman and J. Dobes create variability: a backup start is possible, or both starters are fatigued. That's unpredictable leverage.

Montreal leans on Cole Caufield, who carries 0.97 expected goals per 60 minutes at even strength while running a 20.0% shooting rate—33 goals and 16 assists sustained by elite finishing. Oliver Kapanen backs him at 0.83 xG/60, converting 17.8% of his shots into goals. The Bruins will gameplan around Caufield, but they'll be chasing a player who shoots better than the underlying chances suggest.

Boston counters with Viktor Arvidsson at 1.04 xG/60, a volume generator fueling 18 goals and 24 assists, while Tanner Jeannot operates at 0.75 xG/60. Montreal's Mike Matheson represents the softest defensive link; Boston's is Elias Lindholm.

Both teams generate and suppress chances at nearly identical rates. Both are punching above their shot quality. The unpredictable variable—goaltending fatigue—becomes the decisive factor.

Computed danger · scouting

Players to watch

MTL
Cole Caufield33G 16A
0.97 xG/60 · 1 HD · 20.0% sh
Oliver Kapanen19G 12A
0.83 xG/60 · 4 HD · 17.8% sh
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
Source · MoneyPuck skaters