Backcheck
Recap · TOR at COL

Maple Leafs edge the Avalanche in overtime

The Maple Leafs stole one. They lost the expected-goals battle 2.97–3.74 and won anyway.

By the ModelJul 12, 12:31 AMxG: xgboost-0.758Edited for clarity
Away
TOR
Toronto Maple Leafs
4
Home
COL
Colorado Avalanche
3
FINAL / OT
Process vs result

The underlying story

2.97Expected goals3.74
56% share for the better side
32Shot attempts (SOG)34
3High-danger chances3
54Corsi (all attempts)71
Score-adjusted: 43% / 57%
Source · NHL play-by-play · XGBoost xG

Colorado dominated the underlying metrics and still lost. The Avalanche controlled 56% of expected goals (3.74–2.97), a gap that should have settled the game — instead, Toronto won it in overtime when William Nylander scored at 03:59.

The Avalanche were lethal in transition, scoring three goals on exactly 31 rush chances. Toronto matched that output on identical volume, scoring four. This is variance made visible: Colorado undershooting its model by 0.74 goals while Toronto overshot by 1.03.

The goaltenders decided it. T. Miner stopped 28 of 31 shots (0.903 SV%), respectable but beneath expectation — premium chances landed and went unanswered. J. Woll posted a 0.912 SV% (31 of 34), outperforming expectation by 0.74 goals. That gap was the game.

High-danger chances finished 3–3, so both teams created equal Grade-A looks. Colorado executed in transition during regulation but couldn't finish when overtime arrived. Toronto got two goals from low-danger areas — exactly the kind of variance that doesn't repeat.

N. MacKinnon (COL) led with three assists in 24:40. C. Makar (COL) added a goal and assist in 27:22. A. Matthews (TOR) capped it with a goal and assist in 25:29.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TOR0 / 3 · 0.79 xG
COL0 / 3 · 0.70 xG
Medium dangermid-range
TOR2 / 13 · 1.54 xG
COL2 / 20 · 2.48 xG
Low dangerperimeter & point
TOR2 / 38 · 0.64 xG
COL1 / 48 · 0.56 xG

TOR went 2-for-38 from low danger on 0.64 expected goals — 1.4 above expected.

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

Finishing vs expected

expectedactual
TOR
4 G · 2.97 xG · +1.0
COL
3 G · 3.74 xG · -0.7
012345
Goalies · GSAx (goals saved above expected)
J. WollTOR
+0.7
T. MinerCOL
-0.0

TOR finished +1.0 against expected, COL -0.7 — J. Woll (TOR) saved 0.7 goals above expected.

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

Shot diet

goalsshots
TOR
WRIST3/27
SLAP0/3
SNAP0/4
TIP IN0/1
BACKHAND0/6
OTHER1/13
COL
WRIST1/23
SLAP1/9
SNAP0/6
TIP IN1/7
BACKHAND0/1
OTHER0/25
TOR
COL
Off the rush
4 G on 31 · 2.56 xG
3 G on 31 · 3.09 xG
Off rebounds
0 G on 1 · 0.19 xG
0 G on 1 · 0.14 xG

Wrist shots carried the volume: TOR went 3-for-27, COL 1-for-23. TOR scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
N. MacKinnon
#29 · C · COL
0 G · 3 A · 3 SOG · 24:40 TOI · +1
C. Makar
#8 · D · COL
1 G · 1 A · 2 SOG · 27:22 TOI
A. Matthews
#34 · C · TOR
1 G · 1 A · 2 SOG · 25:29 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • TOR stole this one. COL owned 56% of the xG and lost.
  • TOR scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • COL was lethal off the rush — 3 goals on 31 rush chances.
  • TOR was lethal off the rush — 4 goals on 31 rush chances.
Before the game — the model's pre-game read
Preview · TOR at COL · 10:00 PM ET

The Avalanche should handle the Maple Leafs — with PDO regression in play

By the ModelJul 12, 12:30 AMEdited for clarity
Win probability

The model's lean

62%
COL
Model favorite
38%
62%
TOR50COL

COL by 24 points of win probability — a clear lean. Projected score TOR 2.33.0 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

TOR← edge
edge →COL
46.0%5v5 xG%57.0%
45.0%Corsi%57.0%
2.24xGF / 603.03
2.67xGA / 602.30
2.09Goals for / gm2.63
2.52Goals against / gm1.56
1.002PDO — luck, not skill1.021

COL holds 6 of 6 process categories — and PDO (1.002 vs 1.021) says COL has run hotter.

Source · MoneyPuck season tables · 5v5

Colorado's model projects a 2.3 to 3.0 game with the Avalanche at 62% win probability, a lead built entirely on possession dominance.

The Avalanche control expected goals at 57.0% and Corsi at 57.0%, against Toronto's 46.0% and 45.0%. That gap means Colorado will dictate pace and generate chances at a higher rate. The underlying play strongly favors Colorado.

One caveat: Colorado's PDO is 1.021, running hot through shooting and goaltending luck. Toronto sits at 1.002, closer to baseline. When Colorado's numbers regress to the mean—and they will—the goal differential shrinks. The Avalanche should still win, but not with the comfortable margin the full model implies.

Toronto's one leverage point is goaltender fatigue. J. Woll plays on back-to-back, raising the odds of a backup start or a tired starter getting the crease.

Players to Watch

Toronto

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

Colorado

  • Artturi Lehkonen (1.11 xG/60, 18G 22A, 6 HD goals, 14.9% shooting)
  • Ross Colton (1.10 xG/60, 7G 15A, 1 HD goal, 4.9% shooting)

Matthews and Lehkonen generate nearly identical offensive volume at 1.10 and 1.11 xG per 60, yet Lehkonen has 6 high-danger goals against Matthews's 1. Tavares trails the pace, and Colton trails further. The Leafs have elite talent. Colorado's elite talent is more prolific.

The model's 62% case for Colorado holds unless PDO collapses overnight or Woll steals the game. Most nights, Colorado wins as projected.

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
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