Backcheck
Recap · TOR at VAN

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

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

By the ModelJul 12, 3:37 AMxG: xgboost-0.758Edited for clarity
Away
TOR
Toronto Maple Leafs
3
Home
VAN
Vancouver Canucks
2
FINAL / OT
Process vs result

The underlying story

5.45Expected goals3.58
60% share for the better side
41Shot attempts (SOG)30
10High-danger chances6
92Corsi (all attempts)55
Score-adjusted: 64% / 36%
Source · NHL play-by-play · XGBoost xG

Toronto dominated the underlying metrics — 60% of expected goals and 10 high-danger chances to Vancouver's six — yet barely escaped with a 3-2 shootout win. The Canucks' goalie N. Tolopilo was exceptional (39/41 saves, +3.45 goals above expected), keeping his team alive despite the play imbalance. Toronto's J. Woll was also strong (28/30, +1.58), but Tolopilo's performance was the more remarkable.

Both offenses misfired when it mattered most. Toronto went 0-for-10 on high-danger chances; Vancouver went 0-for-6. Toronto underperformed its expected goals by 2.45 (5.45 xG, 3 scored), while Vancouver underperformed by 1.58 (3.58 xG, 2 scored). The Maple Leafs controlled 41 shot attempts to Vancouver's 30.

Auston Matthews won the shootout with a backhander from the doorstep. O. Ekman-Larsson had the assist (28:10 of ice time). M. Domi scored in regulation (20:08).

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TOR0 / 10 · 2.56 xG
VAN0 / 6 · 1.43 xG
Medium dangermid-range
TOR1 / 18 · 1.81 xG
VAN2 / 14 · 1.59 xG
Low dangerperimeter & point
TOR1 / 64 · 1.08 xG
VAN0 / 35 · 0.56 xG

TOR went 0-for-10 from high danger on 2.56 expected goals — 2.6 left on the table.

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

Finishing vs expected

expectedactual
TOR
3 G · 5.45 xG · -2.5
VAN
2 G · 3.58 xG · -1.6
0123456
Goalies · GSAx (goals saved above expected)
J. WollTOR
+1.6
N. TolopiloVAN
+3.5

TOR finished -2.5 against expected, VAN -1.6 — N. Tolopilo (VAN) saved 3.5 goals above expected.

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

Shot diet

goalsshots
TOR
SNAP1/37
WRIST0/10
TIP IN0/7
BACKHAND0/5
SLAP1/6
BETWEEN LEGS0/1
DEFLECTED0/1
OTHER0/25
VAN
SNAP2/3
WRIST0/27
TIP IN0/5
BACKHAND0/5
SLAP0/4
BETWEEN LEGS0/0
DEFLECTED0/0
OTHER0/11
TOR
VAN
Off the rush
2 G on 43 · 3.54 xG
2 G on 24 · 2.53 xG
Off rebounds
0 G on 4 · 1.01 xG
0 G on 4 · 0.46 xG

Snap shots carried the volume: TOR went 1-for-37, VAN 2-for-3. TOR scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
O. Ekman-Larsson
#95 · D · TOR
0 G · 1 A · 3 SOG · 28:10 TOI · +1
A. Matthews
#34 · C · TOR
0 G · 1 A · 7 SOG · 22:30 TOI · +1
M. Domi
#11 · C · TOR
1 G · 0 A · 1 SOG · 20:08 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Woll (TOR) stopped 1.6 goals above expected.
  • Open game — 16 high-danger chances combined (VAN 6, TOR 10).
  • VAN couldn't convert — 0/6 on high-danger chances. That won't happen often.
  • TOR couldn't convert — 0/10 on high-danger chances. That won't happen often.
  • VAN was lethal off the rush — 2 goals on 24 rush chances.
  • TOR was lethal off the rush — 2 goals on 43 rush chances.
  • VAN created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • TOR created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • VAN underperformed xG by 1.6 — wasted quality chances.
  • TOR underperformed xG by 3.5 — wasted quality chances.
Before the game — the model's pre-game read
Preview · TOR at VAN · 7:00 PM ET

Maple Leafs at Canucks: a genuine coin flip

By the ModelJul 12, 3:32 AMEdited for clarity
Win probability

The model's lean

51%
VAN
Model favorite
49%
51%
TOR50VAN

VAN by 2 points of win probability — effectively a coin flip. Projected score TOR 2.52.6 VAN; 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 →VAN
46.0%5v5 xG%44.0%
45.0%Corsi%46.0%
2.24xGF / 602.22
2.67xGA / 602.81
2.09Goals for / gm1.60
2.52Goals against / gm2.56
1.002PDO — luck, not skill0.974

TOR holds 5 of 6 process categories — and PDO (1.002 vs 0.974) says TOR has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a TOR 2.5-2.6 VAN game with Vancouver at 51% win probability—as close to a pick'em as you'll find.

Both teams are drowning. Toronto is -20 in goal differential over its last 10 games; Vancouver sits -16. Yet their underlying 5v5 numbers reveal a gentler gap: Toronto leads in expected goals (46.0% xG% vs. 44.0%) and trails slightly in puck possession (45.0% Corsi% vs. 46.0%). The Canucks are the regression candidate—their 0.974 PDO is depressed and due for positive bounce-back.

Goaltending clouds the matchup. N. Tolopilo and A. Stolarz are both working back-to-backs, raising the specter of tired starters or unexpected backups.

Auston Matthews powers Toronto's attack at 1.10 expected goals per 60 minutes, translating to 17 goals and 13 assists. His 10.6% shooting rate suggests downward regression looms. John Tavares steadies the flank at 0.91 xG/60 with 15 goals and 24 assists on a warmer 12.4% shooting rate. Vancouver counters with Filip Chytil, who generates 1.03 xG/60 despite scoring just 3 goals with 0 assists—his 15.0% shooting rate will regress. Drew O'Connor contributes at 0.85 xG/60 with 13 goals and 11 assists, closer to sustainable 11.8% shooting rates.

Neither team scores reliably on high-danger chances. Both sit at 0% on high-danger goals and 0% on rebounds—a statistical impossibility that signals either a tracking error or a genuine offensive malfunction. Whoever breaks out of this pattern first likely wins.

Toronto's defensive vulnerability centers on Bo Groulx. Vancouver's mirrors the problem in Victor Mancini. Two fragile blue lines meet two struggling offenses. The coin flip holds.

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
VAN
Filip Chytil3G 0A
1.03 xG/60 · 1 HD · 15.0% sh
Drew O'Connor13G 11A
0.85 xG/60 · 3 HD · 11.8% sh
Source · MoneyPuck skaters