Backcheck
Recap · TOR at MTL

Canadiens run the Maple Leafs off the ice on the underlying numbers

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

By the ModelJul 12, 6:32 AMxG: xgboost-0.758Edited for clarity
Away
TOR
Toronto Maple Leafs
1
Home
MTL
Montreal Canadiens
3
FINAL
Process vs result

The underlying story

2.52Expected goals6.26
71% share for the better side
18Shot attempts (SOG)33
4High-danger chances11
48Corsi (all attempts)68
Score-adjusted: 46% / 54%
Source · NHL play-by-play · XGBoost xG

Montreal's 3-1 win understates how thoroughly they controlled the game — they held 71% of 5v5 expected goals despite a scoreline that looks more competitive than it was.

The Canadiens dominated shot attempts (65%, 33–18 on goal) and high-danger chances (11–4), generating three times as many truly dangerous looks. They shot more efficiently too: 0.092 expected goals per shot versus Toronto's 0.053.

What kept the gap from being wider: Montreal underperformed their expected goals by 3.26, while J. Woll remained between the pipes and stopped 4.3 goals above expected. The Maple Leafs' netminder posted a 0.938 SV% despite Toronto creating only 2.52 expected goals total.

J. Dobes stopped 17 of 18 for Montreal (0.944 SV%), but Woll was the standout: he saved 4.3 goals above expected and kept 91% of high-danger chances off the board despite facing 11 of them.

Montreal's efficiency on the rush proved decisive — three goals on 30 rush chances. The Canadiens crashed the net hard enough to generate four rebound opportunities, though they converted none; Toronto created four as well but left them unused.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TOR1 / 4 · 1.11 xG
MTL1 / 11 · 3.46 xG
Medium dangermid-range
TOR0 / 9 · 0.96 xG
MTL2 / 21 · 2.31 xG
Low dangerperimeter & point
TOR0 / 35 · 0.45 xG
MTL0 / 36 · 0.49 xG

MTL went 1-for-11 from high danger on 3.46 expected goals — 2.5 left on the table.

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

Finishing vs expected

expectedactual
TOR
1 G · 2.52 xG · -1.5
MTL
3 G · 6.26 xG · -3.3
01234567
Goalies · GSAx (goals saved above expected)
J. WollTOR
+4.3
J. DobesMTL
+1.5

TOR finished -1.5 against expected, MTL -3.3 — J. Woll (TOR) saved 4.3 goals above expected.

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

Shot diet

goalsshots
TOR
SNAP1/24
SLAP0/3
BACKHAND0/1
TIP IN0/1
WRIST0/0
WRAP AROUND0/0
OTHER0/19
MTL
SNAP2/35
SLAP0/5
BACKHAND0/5
TIP IN0/3
WRIST1/3
WRAP AROUND0/1
OTHER0/16
TOR
MTL
Off the rush
1 G on 18 · 1.41 xG
3 G on 30 · 4.01 xG
Off rebounds
0 G on 4 · 0.73 xG
0 G on 4 · 0.65 xG

Snap shots carried the volume: TOR went 1-for-24, MTL 2-for-35. MTL scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
M. Matheson
#8 · D · MTL
0 G · 1 A · 2 SOG · 23:49 TOI
K. Guhle
#21 · D · MTL
0 G · 1 A · 1 SOG · 22:26 TOI · +2
L. Hutson
#48 · D · MTL
0 G · 1 A · 4 SOG · 21:33 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Woll (TOR) stopped 4.3 goals above expected.
  • Open game — 15 high-danger chances combined (MTL 11, TOR 4).
  • MTL generated far more dangerous chances — 0.092 xG/shot vs 0.053. Quality over quantity.
  • MTL was lethal off the rush — 3 goals on 30 rush chances.
  • MTL created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • TOR created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • MTL underperformed xG by 3.3 — wasted quality chances.
  • TOR underperformed xG by 1.5 — wasted quality chances.
  • J. Woll (TOR) saved 4.3 goals above expected — stole the show.
  • J. Woll was a wall on HD chances — 91% SV on 11 high-danger shots.
Before the game — the model's pre-game read
Preview · TOR at MTL · 7:00 PM ET

Maple Leafs at Canadiens: a genuine coin flip

By the ModelJul 12, 6:31 AMEdited for clarity
Win probability

The model's lean

54%
MTL
Model favorite
46%
54%
TOR50MTL

MTL by 8 points of win probability — a modest lean. Projected score TOR 2.42.7 MTL; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season profile · edge from the spine

Tale of the tape

TOR← edge
edge →MTL
46.0%5v5 xG%48.0%
45.0%Corsi%49.0%
2.24xGF / 602.41
2.67xGA / 602.62
2.09Goals for / gm2.24
2.52Goals against / gm1.96
1.002PDO — luck, not skill1.018

MTL holds 6 of 6 process categories — and PDO (1.002 vs 1.018) says MTL has run hotter.

Source · MoneyPuck season tables · 5v5

This is a pick'em. The model projects a 2.4–2.7 Toronto goal outcome with Montreal at 54% win probability—close enough that flipping a coin would be equally honest.

Montreal is the hotter team, posting a 6-1-3 run over their last 10. Toronto is underwater at -12 goal differential in the same span. If recent form settles the question, the Canadiens win.

But the advanced numbers complicate it. Montreal's 49.0% Corsi and 48.0% expected goal share should translate to territorial advantage, yet Toronto stays competitive at 45.0% Corsi and 46.0% xG%. The efficiency gap is tighter than the shot suppression suggests.

Montreal's real vulnerability is their 1.018 PDO—they're running hot, and regression is statistical law. Toronto sits at 1.002, closer to sustainable reality. Expect some Montreal regression unless they sustain their scoring touch despite tighter luck.

The scoring edge is Montreal's to lose. Cole Caufield is operating at 0.97 xG/60 with 33 goals and a 20.0% shooting rate, meaning he's both generating chances and executing them at an elite level. Oliver Kapanen at 0.83 xG/60 with 19 goals adds a secondary threat that Toronto cannot afford to ignore.

Toronto counters with Auston Matthews at 1.10 xG/60—the highest volume creator on the ice—paired with 17 goals and a 10.6% shooting clip that leaves room to run hotter. John Tavares supplies consistency: 0.91 xG/60, 15 goals, 12.4% shooting, and 24 assists suggesting he facilitates as much as he finishes. If Toronto's power play clicks, Matthews and Tavares create a ceiling that matches Montreal's scoring.

The defensive concern for Toronto centers on Bo Groulx; for Montreal, Mike Matheson sits as a potential weak link. Neither team generates a notable high-danger-goal advantage on either end, making this a five-on-five game where territorial advantage meets skill variance.

Montreal's recent hot streak and territorial edge make them the slight favorite. But Toronto's elite scoring talent and closer-to-sustainable luck profile means this feels genuinely uncertain. The Canadiens should win the territorial battle; the Maple Leafs have the tools to steal one if their stars perform.

Computed danger · scouting

Players to watch

TOR
Auston Matthews17G 13A
1.10 xG/60 · 1 HD · 10.6% sh
John Tavares15G 24A
0.91 xG/60 · 3 HD · 12.4% sh
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
Source · MoneyPuck skaters