Backcheck
Recap · MTL at COL

Avalanche run the Canadiens off the ice on the underlying numbers

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

By the ModelJul 11, 6:13 PMxG: xgboost-0.758Edited for clarity
Away
MTL
Montreal Canadiens
2
Home
COL
Colorado Avalanche
7
FINAL
Process vs result

The underlying story

2.66Expected goals4.60
63% share for the better side
23Shot attempts (SOG)36
6High-danger chances8
45Corsi (all attempts)73
Score-adjusted: 44% / 56%
Source · NHL play-by-play · XGBoost xG

Colorado's 7–2 victory looked more decisive than the underlying play deserved. The Avalanche controlled expected goals 4.60–2.66 (63–37%), a margin that doesn't justify a five-goal scoreline.

The gap came down to goaltending and finishing. J. Dobes surrendered 2.4 goals beyond expectation — well below the workload of 36 shots he faced. Colorado's M. Blackwood, meanwhile, stopped all six high-danger chances, outperforming his xG by 0.66.

Denver was lethal on the rush: four goals on 32 chances. Montreal was effective too—two goals on 23—but at a lower rate. Most striking: Montreal was 0-for-6 on high-danger chances, a drought unlikely to repeat.

Colorado's shot volume (36–23) and high-danger count (8–6) showed sustained pressure, yet the 4.60 xG tells a different story than the 7–2 scoreline. The Avalanche outperformed their expected goals by 2.4 — whether elite finishing or variance, it's the difference between a blowout and a competitive game.


Final: MTL 2 – COL 7

Data: NHL API, MoneyPuck xG model

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
MTL0 / 6 · 1.36 xG
COL2 / 8 · 1.83 xG
Medium dangermid-range
MTL1 / 11 · 0.83 xG
COL5 / 17 · 1.86 xG
Low dangerperimeter & point
MTL1 / 28 · 0.48 xG
COL0 / 48 · 0.91 xG

COL went 5-for-17 from medium danger on 1.86 expected goals — 3.1 above expected.

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

Finishing vs expected

expectedactual
MTL
2 G · 2.66 xG · -0.7
COL
7 G · 4.60 xG · +2.4
012345678
Goalies · GSAx (goals saved above expected)
J. DobesMTL
-2.4
M. BlackwoodCOL
+0.7

MTL finished -0.7 against expected, COL +2.4 — J. Dobes (MTL) allowed 2.4 more goals than expected.

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

Shot diet

goalsshots
MTL
WRIST0/19
SNAP1/8
SLAP1/2
BACKHAND0/4
TIP IN0/1
DEFLECTED0/0
OTHER0/11
COL
WRIST4/31
SNAP2/15
SLAP0/5
BACKHAND0/1
TIP IN1/2
DEFLECTED0/1
OTHER0/18
MTL
COL
Off the rush
2 G on 23 · 2.24 xG
4 G on 32 · 2.89 xG
Off rebounds
0 G on 2 · 0.25 xG
1 G on 6 · 0.92 xG

Wrist shots carried the volume: MTL went 0-for-19, COL 4-for-31. COL scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
B. Nelson
#11 · C · COL
2 G · 2 A · 3 SOG · 17:00 TOI · +3
M. Necas
#88 · C · COL
0 G · 3 A · 3 SOG · 18:06 TOI · +2
G. Landeskog
#92 · L · COL
2 G · 1 A · 5 SOG · 16:12 TOI · +3
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Dobes (MTL) gave up 2.4 goals more than expected — well below their workload.
  • MTL couldn't convert — 0/6 on high-danger chances. That won't happen often.
  • COL was lethal off the rush — 4 goals on 32 rush chances.
  • MTL was lethal off the rush — 2 goals on 23 rush chances.
  • COL created 6 rebound opportunities (1 converted) — crashing the net effectively.
  • COL outperformed their expected goals by 2.4 — elite finishing or lucky bounces.
  • M. Blackwood was a wall on HD chances — 100% SV on 6 high-danger shots.
Before the game — the model's pre-game read
Preview · MTL at COL · 3:00 PM ET

The Avalanche are the model's lean over the Canadiens — with PDO regression in play

By the ModelJul 11, 6:31 PMEdited for clarity
Win probability

The model's lean

60%
COL
Model favorite
40%
60%
MTL50COL

COL by 20 points of win probability — a clear lean. Projected score MTL 2.43.0 COL; 17% 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 →COL
48.0%5v5 xG%57.0%
49.0%Corsi%57.0%
2.41xGF / 603.03
2.62xGA / 602.30
2.24Goals for / gm2.63
1.96Goals against / gm1.56
1.018PDO — luck, not skill1.021

COL holds 6 of 6 process categories — and PDO (1.018 vs 1.021) says COL has run hotter.

Source · MoneyPuck season tables · 5v5

Colorado enters at 60% win probability, with the projected scoreline centered around 3.0 goals for the Avalanche and 2.4 for Montreal. The advantage rests on one foundation: Colorado controls the territorial battle.

At 5v5, the Avalanche own 57.0% xG and 57.0% Corsi against Montreal's 48.0% xG and 49.0% Corsi. Those gaps—nine points in xG, eight in Corsi—show Colorado generates better chances from anywhere on the ice and tilts play into Montreal's end with consistency. This is the game's largest edge.

The caveat is mutual: both teams are running hot. Colorado's PDO sits at 1.021, Montreal's at 1.018. PDO regresses, which means both teams' actual results have benefited from luck. Colorado's momentum—9-0-1 in their last 10—masks underlying regression waiting to happen. Montreal's slump at -7 goal differential over the same stretch carries the opposite implication: their luck ran worse than their process deserved.

Recent form and underlying process are in tension here. Colorado is hotter and deeper in the hole on PDO. Once luck normalizes, their edge shrinks but doesn't disappear.

The goaltending matchup introduces fatigue. S. Wedgewood takes a back-to-back for Colorado; S. Montembeault for Montreal. Both are live starters, though both carry the standard second-game wear.

Colorado's offensive edge flows through Artturi Lehkonen and Ross Colton. Lehkonen generates 1.11 xG per 60 with 18G 22A (6 HD goals, 14.9% shooting)—a profile of volume and finishing. Colton carries similar volume at 1.10 xG per 60 but has just 7G 15A; his 4.9% shooting rate flags him as underperforming his chances.

Montreal counters with Cole Caufield and Oliver Kapanen. Caufield (33G 16A, 0.97 xG/60, 1 HD goal, 20.0% shooting) is the heavier threat—his goal total is real, though his limited HD production suggests his damage comes elsewhere. Kapanen (19G 12A, 0.83 xG/60, 4 HD goals, 17.8% shooting) operates at lower volume and sits on elevated shooting luck.

The model's lean is grounded. Colorado's process edge is substantial, and both teams' PDO suggests room for regression that currently favors the Avalanche. Once that evens out, so does the game—but for now, Colorado owns the matchup.

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
COL
Artturi Lehkonen18G 22A
1.11 xG/60 · 6 HD · 14.9% sh
Ross Colton7G 15A
1.10 xG/60 · 1 HD · 4.9% sh
Source · MoneyPuck skaters