Motion-blurred skater in a Colorado Avalanche sweater
Breakdown · COL at TOR

M. Blackwood stands tall as the Avalanche edge the Maple Leafs

The verdict · earned

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

COL 4 · TOR 1
◆ By the ModelJul 12, 2:31 AMxG: xgboost-0.758Edited for clarityDrafted from NHL play-by-play by Backcheck's model, worded for clarity by an AI editor that may not change a number. Nobody at Backcheck was at the rink. How this works

M. Blackwood's 3.1 goals saved above expected won this game — Toronto actually owned the play in stretches, holding 47% of shot attempts, but Blackwood turned the crucial moments.

Colorado controlled 56% of 5v5 expected goals (5.32–4.10), and the numbers explain the margin. But Toronto underperformed their xG by 3.10 goals, wasting quality chances while Blackwood turned away the dangerous ones at 0.970 SV%.

Colorado was lethal off the rush—3 goals on 30 rush chances—and scored 2 goals from low-danger spots. The Maple Leafs created 7 rebound opportunities but converted 0; Colorado created 5 and also went 0. High-danger chances favored Colorado 7–4.

J. Woll, for Toronto, posted a 0.917 SV%, saving 2.32 above expected, so both goalies exceeded baseline. But Blackwood's 3.1-goal advantage was the difference.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Jan 25
COL
4
TOR
1

M. Blackwood stands tall as the Avalanche edge the Maple Leafs

Chances 5.3 – 4.1Did they deserve it? →
Did they deserve it?

The Avalanche earned this one.

Expected goals · chance value
COL
5.32
TOR
4.10
56% of the chances44%

The board read COL 4, TOR 1. The chances read COL 5.3, TOR 4.1.

Our xG model · NHL play-by-play · all situations
Luck check
COL
−1.3
goals above expected
COL5.32 expected · 4 scored
Expected
Scored
TOR4.10 expected · 1 scored
Expected
Scored

The Maple Leafs left 3.1 goals on the table against what their chances were worth.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 06:19COLB. Nelson1–0
  2. P1 07:31COLB. Nelson2–0
  3. P2 18:53COLJ. Drury3–0
  4. P3 17:41COLB. NelsonEN4–0
  5. P3 18:58TORM. DomiPP4–1
NHL play-by-play · chance value from our xG model
Where the shots came from
COL
51 shots
4
Final
102 shots
TOR
51 shots
1
COL attackTOR attack
COL TOR Goal
51
shots · 4 in
51
shots · 1 in
Every unblocked shot · press play to replay it
Chances by danger
COLTOR
1 / 7
2.98 xG
High danger
1 / 4
0.97 xG
1 / 12
1.33 xG
Medium
0 / 23
2.53 xG
2 / 51
1.01 xG
Low
0 / 34
0.60 xG

High-danger looks: COL 1 of 7, TOR 1 of 4.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A+
M. Blackwood
+3.1
COL · 32/33
A
J. Woll
+2.3
TOR · 33/36
The numbers, checked
BACKCHECK

M. Blackwood stands tall as the Avalanche edge the Maple Leafs

A model, not a newsroom. Every number on these frames comes from the NHL's play-by-play and our own models. Nothing was watched, guessed or heard from anyone.

Read the full breakdown
backcheckreport.com
01 / 08 · Final
Every goal, in order

How it happened

NHL play-by-play
1stshots 17–6
  1. 06:19COLB. Nelson(C. Makar)1–0
  2. 07:31COLB. Nelson(A. Lehkonen, V. Nichushkin)2–0
2ndshots 14–13
  1. 18:53COLJ. Drury(P. Kelly, J. Kiviranta)3–0
3rdshots 6–14
  1. 17:41COLB. Nelsonempty net(N. MacKinnon)4–0
  2. 18:58TORM. Domipower play(B. McMann, E. Cowan)4–1

score reads COL–TOR

Source · NHL play-by-play (api-web.nhle.com)
Process vs result

The numbers

XGBoost xG · NHL play-by-play
5.32
COL chances
Goals their shots were worth
−1.3
Finishing
Goals below what those chances were worth
1.041
COL puck luck
Above 1.000 — the bounces went their way
53.4%
Shot attempts
Over half — they had the puck more
Split by club

Who controlled the game

5.32Expected goals4.10
COL 56% of the chance quality
37Shots on goal33
7High-danger chances4
70All attempts (Corsi)61
Adjusted for score: COL 47% · TOR 53%
Faceoffs · TOR won61%off36%neu60%def
Source · NHL play-by-play · XGBoost xG
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
COL1 / 7 · 2.98 xG
TOR1 / 4 · 0.97 xG
Medium dangermid-range
COL1 / 12 · 1.33 xG
TOR0 / 23 · 2.53 xG
Low dangerperimeter & point
COL2 / 51 · 1.01 xG
TOR0 / 34 · 0.60 xG

TOR went 0-for-23 from medium danger on 2.53 expected goals — 2.5 left on the table.

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

Finishing vs expected

expectedactual
COL
4 G · 5.32 xG · -1.3
TOR
1 G · 4.10 xG · -3.1
0123456

COL finished -1.3 against expected, TOR -3.1.

Source · Backcheck xG model
Shot types · rush and rebound chancesopen +
What they shot — and what went in

Shot diet

goalsshots
COL
WRIST4/37
BACKHAND0/1
TIP IN0/3
SNAP0/3
SLAP0/5
BAT0/2
DEFLECTED0/0
OTHER0/19
TOR
WRIST1/28
BACKHAND0/10
TIP IN0/5
SNAP0/4
SLAP0/2
BAT0/0
DEFLECTED0/2
OTHER0/10
COL
TOR
Off the rush
3 G on 30
2.01 xG
0 G on 30
2.38 xG
Off rebounds
0 G on 5
0.87 xG
0 G on 7
0.99 xG

Wrist shots carried the volume: COL went 4-for-37, TOR 1-for-28. COL scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
New to these numbers?

Two things happened in this game: who created the better chances, and who put the puck in the net. They are not the same thing, and this page separates them on purpose.

The one to watch is expected goals— the best single read on who deserved to win. When it disagrees with the scoreboard, that disagreement is usually the story. Nothing here is a projection; every figure is computed from this game's play-by-play. Full glossary →

xG
Expected goals. Every shot scored by how often that exact look goes in. 2.5 xG means the chances were worth about two and a half goals.
HD
High-danger chances — shots from the slot and the crease, where shots actually become goals.
Corsi
Every shot attempt, including the ones that missed or got blocked. A rough read on who had the puck.
Adj.
Score-adjusted. Teams that trail shoot more and teams that lead sit back, so this corrects the attempt count for the scoreboard.
GSAx
Goals saved above expected. A positive number means the goalie stopped more than an average goalie would have on those shots.
PDO
Shooting % plus save % — a luck gauge. It sits near 1.000 over a season, so a game far from it usually means the bounces decided it.
Shot by shot

In the net

Graded on goals saved above expected
M. Blackwood
COL · 32/33 · .970
+3.1
saved above expected
A+
the night
By dangerG/attxGsaved
High danger1/41.0-0.0
Medium0/232.5+2.5
Low0/340.6+0.6

A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

J. Woll
TOR · 33/36 · .917
+2.3
saved above expected
A
the night
By dangerG/attxGsaved
High danger1/73.0+2.0
Medium1/121.3+0.3
Low2/511.0-1.0

A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

102 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
COL
51 shots
4
Final
102 shots
TOR
51 shots
1
COL attackTOR attack
COL TOR Goal

Each club shoots toward its own end — COL left, TOR right — the way you would watch it. A dot's size is how dangerous the look was, from distance and angle; it is a proxy for shot quality, not the xG model the article is written from. Hover a dot for the shooter and the clock.

Ranked from the box score

Three stars

Points first
Three stars · computed, not voted
B. Nelson
#11 · C · COL
3 G · 0 A · 4 SOG · 20:37 on ice · +3
C. Makar
#8 · D · COL
0 G · 1 A · 6 SOG · 23:28 on ice · +2
N. MacKinnon
#29 · C · COL
0 G · 1 A · 2 SOG · 23:18 on ice · +2
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Sun, Jan 25
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 2:29 AMEdited for clarityDrafted from NHL play-by-play by Backcheck's model, worded for clarity by an AI editor that may not change a number. Nobody at Backcheck was at the rink. How this works

Colorado's underlying advantage in this matchup is undisputed. The model projects a 2.9–2.4 Avalanche win with 58% win probability, rooted in territorial dominance: a 57.0% xG share and 57.0% Corsi share against Toronto's 46.0% and 45.0% respectively. This is not a close contest on the ice. Colorado owns possession and shot quality.

The risk is sustainability. The Avalanche's 1.021 PDO suggests they're converting at a rate unlikely to persist. Toronto's 1.002 sits closer to neutral, meaning Colorado's edge relies partly on puck luck that regresses. That regression works against them.

The goaltending context adds friction. A. Stolarz and M. Blackwood both arrive on back-to-backs, creating uncertainty about depth-chart decisions. Fatigue matters more than typical when a team owns possession as thoroughly as Colorado does.

For Avalanche bettors, the underlying play is clean. Artturi Lehkonen drives the attack at 1.11 xG/60 while producing at 18 goals and 22 assists, a 14.9% shooting rate that reflects genuine volume and opportunity. His six high-danger goals anchor the offense. Ross Colton complements him at 1.10 xG/60, though his 7 goals and 15 assists on a 4.9% shooting rate suggest he's due for variance—likely upward.

Toronto leans on Auston Matthews, who matches Colton's 1.10 xG/60 but delivers 17 goals and 13 assists with a 10.6% shooting rate despite a single high-danger goal. That gap between opportunity and output is the story. John Tavares operates at a lower danger rate (0.91 xG/60) yet sustains production at 15 goals and 24 assists with three high-danger goals, suggesting more balanced opportunity and execution.

The structural problem for Toronto is defensive permeability. Nazem Kadri's weak defensive metrics create gaps; similarly, Bo Groulx represents a vulnerability Toronto can't afford against a team this efficient at generating quality chances.

The betting edge tilts Colorado. The Avalanche's possession dominance translates to an advantage worth more than typical line movement suggests. Colorado's territorial control and shot generation pressure Toronto's depth down the lineup and punish the back-to-back fatigue at the goaltending position. The PDO regression risk is real—1.021 will normalize downward—but not enough to flip the directional call.

What the model said beforehand

The model's lean

COL 58%
58%
COL
Model favorite
58%
42%
COL50TOR

COL by 16 points of win probability — a clear lean. Projected score COL 2.9–2.4 TOR; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season rates · 5v5

Tale of the tape

NHL stats API · our xG
COL← edge
edge →TOR
57.0%46.0%
57.0%45.0%
3.032.24
2.302.67
2.632.09
1.562.52
1.0211.002

COL holds 6 of 6 process categories — and the luck row (1.021 vs 1.002) says COL has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · Last 10
COL
4-4-2
+2 GD · 1d rest
TOR
5-3-2
-2 GD · 1d rest
1.021
COL PDO
Luck gauge · drifts to 1.000
1.002
TOR PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Where the edges live
  • The Avalanche own the underlying play — 57.0% 5v5 xG vs 46.0%.
  • The Avalanche drive Corsi at 57.0% — expect territorial tilt.
Regression watch
  • The Avalanche's PDO is 1.021 — running hot, expect some regression.
Things to watch
  • The Avalanche own the underlying play — 57.0% 5v5 xG vs 46.0%.
  • The Avalanche drive Corsi at 57.0% — expect territorial tilt.
  • A. Stolarz is on a back-to-back — watch for a backup start or a tired starter.
  • M. Blackwood is on a back-to-back — watch for a backup start or a tired starter.
  • The Avalanche's PDO is 1.021 — running hot, expect some regression.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
COL
Expected in goal
M. Blackwood
back-to-back.684 last start
Backup Scott Wedgewood · +23.1 GSAx this season
Back-to-back: the backup often gets this one. Treat the starter as unconfirmed.

No completed game on file for this club yet.

TOR
Expected in goal
A. Stolarz
back-to-back.833 last start
Backup Joseph Woll · -6.6 GSAx this season
Back-to-back: the backup often gets this one. Treat the starter as unconfirmed.

No completed game on file for this club yet.

Lineups are the players who dressed in each club's last game, with their minutes; clubs confirm tonight's at warm-up. Every player this preview names was in that lineup.

Computed danger · scouting

Players to watch

NHL stats API · our xG
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
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
Keep going

Where to next