Backcheck
Recap · MTL at TOR

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 11, 7:12 PMxG: xgboost-0.758Edited for clarity
Away
MTL
Montreal Canadiens
2
Home
TOR
Toronto Maple Leafs
1
FINAL / OT
Process vs result

The underlying story

3.78Expected goals1.85
67% share for the better side
34Shot attempts (SOG)23
6High-danger chances1
61Corsi (all attempts)51
Score-adjusted: 53% / 47%
Source · NHL play-by-play · XGBoost xG

The Canadiens won 2-1 in a shootout, but the underlying numbers revealed something closer to a rout. They controlled 67% of 5v5 expected goals (3.78–1.85) and dominated the high-danger scoring chances 6-1, yet still needed Alexandre Texier's backhander in the shootout to finish the job.

Montreal generated the cleaner looks: 0.062 xG per shot versus Toronto's 0.036. The Maple Leafs held 40% of shot attempts (23–34 on goal), a margin that masks how thoroughly they were pushed around at even strength.

The real story was wasted opportunities. Montreal underperformed their xG by 1.78 goals—they left quality on the table. Toronto underperformed theirs by 0.85, a smaller miss that proved closer to their true performance.

Goaltending provided the variance. J. Dobes (Montreal) stopped 22 of 23 with a 0.957 save percentage, outperforming expected by 0.85 goals. D. Hildeby (Toronto) was the theft: 33 of 34 saves at 0.971, 2.78 goals better than expected. Hildeby kept the Leafs alive when they had no business being there, and Texier's finish in the shootout was the mercy. Montreal had the game in their hands and couldn't convert; Toronto got away.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
MTL1 / 6 · 1.58 xG
TOR1 / 1 · 0.22 xG
Medium dangermid-range
MTL0 / 13 · 1.34 xG
TOR0 / 8 · 0.84 xG
Low dangerperimeter & point
MTL0 / 42 · 0.87 xG
TOR0 / 42 · 0.79 xG

MTL went 0-for-13 from medium danger on 1.34 expected goals — 1.3 left on the table.

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

Finishing vs expected

expectedactual
MTL
2 G · 3.78 xG · -1.8
TOR
1 G · 1.85 xG · -0.8
012345
Goalies · GSAx (goals saved above expected)
J. DobesMTL
+0.8
D. HildebyTOR
+2.8

MTL finished -1.8 against expected, TOR -0.8 — D. Hildeby (TOR) saved 2.8 goals above expected.

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

Shot diet

goalsshots
MTL
WRIST1/38
SLAP0/7
BACKHAND0/1
SNAP0/4
TIP IN0/1
BAT0/1
WRAP AROUND0/1
OTHER0/8
TOR
WRIST0/27
SLAP1/4
BACKHAND0/5
SNAP0/0
TIP IN0/2
BAT0/0
WRAP AROUND0/0
OTHER0/13
MTL
TOR
Off the rush
1 G on 29 · 2.40 xG
1 G on 24 · 1.40 xG
Off rebounds
0 G on 5 · 0.76 xG
0 G on 1 · 0.04 xG

Wrist shots carried the volume: MTL went 1-for-38, TOR 0-for-27.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Slafkovský
#20 · L · MTL
0 G · 1 A · 4 SOG · 21:36 TOI
C. Caufield
#13 · R · MTL
1 G · 0 A · 4 SOG · 21:20 TOI
I. Demidov
#93 · R · MTL
0 G · 1 A · 2 SOG · 16:37 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • D. Hildeby (TOR) stopped 2.8 goals above expected.
  • MTL had the higher quality looks — 0.062 xG/shot vs 0.036.
  • MTL created 5 rebound opportunities (0 converted) — crashing the net effectively.
  • MTL underperformed xG by 2.8 — wasted quality chances.
  • D. Hildeby (TOR) saved 2.8 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · MTL at TOR · 7:00 PM ET

Canadiens at Maple Leafs: a genuine coin flip

By the ModelJul 11, 7:11 PMEdited for clarity
Win probability

The model's lean

50%
TOR
Model favorite
50%
50%
MTL50TOR

TOR by 0 points of win probability — effectively a coin flip. Projected score MTL 2.52.5 TOR; 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 →TOR
48.0%5v5 xG%46.0%
49.0%Corsi%45.0%
2.41xGF / 602.24
2.62xGA / 602.67
2.24Goals for / gm2.09
1.96Goals against / gm2.52
1.018PDO — luck, not skill1.002

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

Source · MoneyPuck season tables · 5v5

The model sees this one as a toss-up: 2.5–2.5 game with 50% win probability either way. This is about as close to a pick'em as you'll find in a playoff race.

Montreal has been in freefall, sitting at -13 goal differential over their last 10 games. Yet the underlying metrics tell a different story. At 5-on-5, the Canadiens drive play, owning a 49.0% Corsi share—more shot attempts in their direction than against them. Their expected goals percentage of 48.0% to Toronto's 46.0% reinforces the pattern: Montreal is creating genuine offensive chances. Where they're running hot is PDO (1.018), a ratio of shot quality that includes both luck and team-level bounces. Regression on that front is inevitable.

Toronto is weaker by almost every territorial measure. The Maple Leafs sit at 45.0% Corsi and 46.0% xG%, the losing side of both metrics. Their PDO of 1.002 keeps them from getting lapped entirely, but the fundamentals suggest a team being outplayed more often than not. The question that could override all of this is goaltending. J. Woll is on a back-to-back, which raises the specter of either a tired starter or a backup appearance—that call will matter more than any model projection.

Players to Watch

Montreal

  • Cole Caufield: 0.97 xG/60, 33G 16A, 1 HD goals, 20.0% shooting
  • Oliver Kapanen: 0.83 xG/60, 19G 12A, 4 HD goals, 17.8% shooting

Toronto

  • Auston Matthews: 1.10 xG/60, 17G 13A, 1 HD goals, 10.6% shooting
  • John Tavares: 0.91 xG/60, 15G 24A, 3 HD goals, 12.4% shooting

Caufield's 20.0% shooting percentage looks elite in isolation but is running well ahead of his 0.97 xG/60. Regression to the mean means fewer goals in his next stretch. Matthews is the inverse—1.10 xG/60 is elite volume, but his 10.6% conversion rate is depressed for a finisher of his pedigree. He's due. Tavares is the facilitator (24 assists), setting up his linemates more than burying chances himself; Montreal's forecheck needs to account for his passing skill.

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
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
Source · MoneyPuck skaters