Backcheck
Recap · MTL at ANA

Ducks edge the Canadiens in a shootout

The Ducks stole one. They lost the expected-goals battle 4.25–3.51 and won anyway.

By the ModelJul 12, 5:50 AMxG: xgboost-0.758Edited for clarity
Away
MTL
Montreal Canadiens
5
Home
ANA
Anaheim Ducks
6
FINAL / OT
Process vs result

The underlying story

4.25Expected goals3.51
55% share for the better side
28Shot attempts (SOG)33
5High-danger chances5
67Corsi (all attempts)60
Score-adjusted: 53% / 47%
Source · NHL play-by-play · XGBoost xG

The Ducks won a game the numbers said they shouldn't have. Expected goals favored Montreal 4.25 to 3.51—a margin suggesting the Canadiens generated genuinely more threatening chances. Yet Anaheim stole a 6-5 shootout with ruthless opportunism on low-danger chances and rush offense.

The Ducks held 54% of shot attempts (33–28 on goal), but shot volume masked inferior chance quality. They converted twice from low-danger spots—areas that demand nothing of a goalie. S. Montembeault in Montreal's net faced 33 shots and fell 1.49 goals short of expected performance, a penalty no one survives. Yet L. Dostal for Anaheim allowed 0.75 more goals than expected; his team still won, variance incarnate.

Anaheim proved lethal off the rush, scoring 3 times on 22 chances—a rate that punishes defensive breakdowns in tight games. Montreal countered with 5 rush goals on 38 attempts, a conversion that looked efficient until the scoreboard betrayed them. Where Anaheim collapsed: they managed 0 goals on 5 high-danger chances. S. Montembeault's 100% save rate on those shots was virtuosic—wasted.

C. Kreider orchestrated the upset with 1G, 3A in 17:40, setting Anaheim's opportunistic offense in motion. L. Hutson answered for Montreal with 1G, 2A in 25:51; C. Caufield chipped in 2G, 1A in 19:48. The turning point arrived in the shootout: Alex Killorn's snap shot from the slot.

Anaheim's expected goals deficit proves that scoreboards and underlying metrics don't always align—especially when your team overperforms xG by 2.49 goals and your opponent by only 0.75. The Ducks won the numbers lost.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
MTL1 / 5 · 1.03 xG
ANA0 / 5 · 1.06 xG
Medium dangermid-range
MTL1 / 23 · 2.55 xG
ANA3 / 15 · 1.80 xG
Low dangerperimeter & point
MTL3 / 39 · 0.67 xG
ANA2 / 40 · 0.65 xG

MTL went 3-for-39 from low danger on 0.67 expected goals — 2.3 above expected.

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

Finishing vs expected

expectedactual
MTL
5 G · 4.25 xG · +0.8
ANA
6 G · 3.51 xG · +2.5
01234567
Goalies · GSAx (goals saved above expected)
S. MontembeaultMTL
-1.5
L. DostalANA
-0.7

MTL finished +0.8 against expected, ANA +2.5 — S. Montembeault (MTL) allowed 1.5 more goals than expected.

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

Shot diet

goalsshots
MTL
SNAP2/17
WRIST1/14
SLAP1/9
TIP IN1/7
BACKHAND0/3
WRAP AROUND0/2
POKE0/0
DEFLECTED0/0
OTHER0/15
ANA
SNAP1/15
WRIST1/11
SLAP2/9
TIP IN1/7
BACKHAND0/1
WRAP AROUND0/0
POKE0/1
DEFLECTED0/1
OTHER0/15
MTL
ANA
Off the rush
5 G on 38 · 3.19 xG
3 G on 22 · 1.78 xG
Off rebounds
0 G on 3 · 0.43 xG
0 G on 6 · 0.74 xG

Snap shots carried the volume: MTL went 2-for-17, ANA 1-for-15. MTL scored 5 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
C. Kreider
#20 · L · ANA
1 G · 3 A · 4 SOG · 17:40 TOI · +2
L. Hutson
#48 · D · MTL
1 G · 2 A · 2 SOG · 25:51 TOI · +2
C. Caufield
#13 · R · MTL
2 G · 1 A · 4 SOG · 19:48 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • ANA had the shot volume but the chances weren't dangerous.
  • S. Montembeault (MTL) gave up 1.5 goals more than expected — well below their workload.
  • ANA couldn't convert — 0/5 on high-danger chances. That won't happen often.
  • ANA scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • MTL scored 3 goals from low-danger spots — the opposing goalie needs to have those.
  • ANA was lethal off the rush — 3 goals on 22 rush chances.
  • MTL was lethal off the rush — 5 goals on 38 rush chances.
  • ANA created 6 rebound opportunities (0 converted) — crashing the net effectively.
  • MTL created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • S. Montembeault was a wall on HD chances — 100% SV on 5 high-danger shots.
Before the game — the model's pre-game read
Preview · MTL at ANA · 9:00 PM ET

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

By the ModelJul 12, 5:47 AMEdited for clarity
Win probability

The model's lean

56%
ANA
Model favorite
44%
56%
MTL50ANA

ANA by 12 points of win probability — a modest lean. Projected score MTL 2.52.9 ANA; 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 →ANA
48.0%5v5 xG%52.0%
49.0%Corsi%52.0%
2.41xGF / 602.80
2.62xGA / 602.59
2.24Goals for / gm2.09
1.96Goals against / gm2.32
1.018PDO — luck, not skill0.981

ANA holds 4 of 6 process categories — and PDO (1.018 vs 0.981) says MTL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.5–2.9 goal game with Anaheim at 56% win probability. The Ducks own the underlying play — 52.0% xG and 52.0% Corsi translate to sustained territorial advantage.

The gap is real but contained. Montreal's 48.0% xG and 49.0% Corsi show the Canadiens competing at even strength — they're not dominated, just methodically bested on volume and efficiency.

This is where PDO regression matters. The Ducks run at 0.981 — converting below their underlying shot quality, positioning them for positive regression. Montreal sits at 1.018, running hot, expecting regression downward. The model's 56% lean incorporates this edge but doesn't overcommit; it's calibrated confidence, not certainty.

V. Husso starting on a back-to-back is the variable. A well-rested backup tips Montreal's way; a fatigued starter accelerates Anaheim's advantage.

The Player Angle

Cole Caufield drives Montreal's offense at 0.97 xG/60, with 33 goals backing a 20.0% shooting rate. Yet he's converted just 1 high-danger chance all season — his production has outpaced chance quality. Oliver Kapanen adds 19 goals at 0.83 xG/60, benefiting from a hot 17.8% shooting percentage and 4 high-danger goals.

Beckett Sennecke represents Anaheim's depth edge: 1.03 xG/60, 20 goals, and 8 high-danger goals demonstrate elite chance generation paired with elite finish. Cutter Gauthier (0.99 xG/60, 25 goals) reads differently — his 2 high-danger goals against a 12.9% shooting rate signal he's punching above his underlying performance, another regression candidate.

Mike Matheson is Montreal's defensive weak link; Mason McTavish fills that role for Anaheim.

The Verdict

Anaheim's structural advantage — superior shot creation and luck regressing toward the mean — is the story. The 56% model probability reflects a team slightly better in a competitive matchup, with PDO offering marginal reinforcement.

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
ANA
Beckett Sennecke20G 19A
1.03 xG/60 · 8 HD · 13.5% sh
Cutter Gauthier25G 16A
0.99 xG/60 · 2 HD · 12.9% sh
Source · MoneyPuck skaters