Backcheck
Recap · DET at TOR

J. Gibson stands tall as the Red Wings edge the Maple Leafs

The Red Wings stole one. They lost the expected-goals battle 3.38–4.54 and won anyway.

By the ModelJul 12, 1:59 AMxG: xgboost-0.758Edited for clarity
Away
DET
Detroit Red Wings
2
Home
TOR
Toronto Maple Leafs
1
FINAL / OT
Process vs result

The underlying story

3.38Expected goals4.54
57% share for the better side
41Shot attempts (SOG)31
5High-danger chances10
77Corsi (all attempts)61
Score-adjusted: 57% / 43%
Source · NHL play-by-play · XGBoost xG

Detroit stole this. Toronto controlled 57% of expected goals yet lost 2-1 in overtime—a heist that rested almost entirely on J. Gibson's shoulders.

The Maple Leafs dominated shot quality. They generated 0.074 xG per shot compared to Detroit's 0.044, creating 10 high-danger chances to the Red Wings' 5. Yet Toronto managed just one goal while Detroit capitalized on its opportunities more efficiently, including 2 goals on 31 rush chances.

The explanation lies in variance. J. Gibson posted a 0.968 SV%, stopping 3.54 goals above expected. J. Woll saved 1.38 goals above expected with a 0.951 SV%—strong, but insufficient when his team was inefficient. Toronto underperformed its xG by 3.54 goals; Detroit underperformed by just 1.38. That gap decided the game.

Gibson faced 10 high-danger chances and stopped 9, an elite performance on Detroit's most vulnerable possessions. The Red Wings took 41 shots to Toronto's 31, with inferior shot quality but superior finishing. Dylan Larkin's goal from the slot at 03:08 of overtime came on one of Detroit's five high-danger chances. Toronto's 10 high-danger opportunities yielded just one goal for the night.

Toronto crashed the net and generated rebound opportunities (5 attempts, 1 converted), yet one goal proved insufficient. Detroit created 4 rebound chances with no conversions, relying on Gibson's brilliance and sharper execution on its limited chances.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
DET1 / 5 · 1.13 xG
TOR1 / 10 · 2.44 xG
Medium dangermid-range
DET1 / 14 · 1.37 xG
TOR0 / 14 · 1.46 xG
Low dangerperimeter & point
DET0 / 58 · 0.87 xG
TOR0 / 37 · 0.63 xG

TOR went 0-for-14 from medium danger on 1.46 expected goals — 1.5 left on the table.

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

Finishing vs expected

expectedactual
DET
2 G · 3.38 xG · -1.4
TOR
1 G · 4.54 xG · -3.5
012345
Goalies · GSAx (goals saved above expected)
J. GibsonDET
+3.5
J. WollTOR
+1.4

DET finished -1.4 against expected, TOR -3.5 — J. Gibson (DET) saved 3.5 goals above expected.

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

Shot diet

goalsshots
DET
WRIST1/44
SNAP1/7
SLAP0/4
BACKHAND0/3
TIP IN0/1
DEFLECTED0/0
BAT0/0
OTHER0/18
TOR
WRIST0/26
SNAP1/8
SLAP0/5
BACKHAND0/5
TIP IN0/2
DEFLECTED0/1
BAT0/1
OTHER0/13
DET
TOR
Off the rush
2 G on 31 · 2.11 xG
0 G on 34 · 3.14 xG
Off rebounds
0 G on 4 · 0.58 xG
1 G on 5 · 0.88 xG

Wrist shots carried the volume: DET went 1-for-44, TOR 0-for-26. DET scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
D. Larkin
#71 · C · DET
1 G · 1 A · 5 SOG · 19:17 TOI · +2
M. Seider
#53 · D · DET
0 G · 1 A · 2 SOG · 27:46 TOI · +2
S. Edvinsson
#77 · D · DET
1 G · 0 A · 3 SOG · 26:45 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • DET stole this one. TOR owned 57% of the xG and lost.
  • DET generated higher-quality looks than the shot total suggests.
  • J. Gibson (DET) stopped 3.5 goals above expected.
  • Open game — 15 high-danger chances combined (TOR 10, DET 5).
  • TOR generated far more dangerous chances — 0.074 xG/shot vs 0.044. Quality over quantity.
  • DET was lethal off the rush — 2 goals on 31 rush chances.
  • TOR created 5 rebound opportunities (1 converted) — crashing the net effectively.
  • DET created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • TOR underperformed xG by 3.5 — wasted quality chances.
  • J. Gibson (DET) saved 3.5 goals above expected — stole the show.
  • J. Gibson was a wall on HD chances — 90% SV on 10 high-danger shots.
Before the game — the model's pre-game read
Preview · DET at TOR · 7:00 PM ET

Red Wings at Maple Leafs: a genuine coin flip

By the ModelJul 12, 2:09 AMEdited for clarity
Win probability

The model's lean

51%
DET
Model favorite
51%
49%
DET50TOR

DET by 2 points of win probability — effectively a coin flip. Projected score DET 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

DET← edge
edge →TOR
49.0%5v5 xG%46.0%
49.0%Corsi%45.0%
2.38xGF / 602.24
2.50xGA / 602.67
1.73Goals for / gm2.09
2.07Goals against / gm2.52
0.985PDO — luck, not skill1.002

DET holds 5 of 6 process categories — and PDO (0.985 vs 1.002) says TOR has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.5-2.5 game with Detroit at 51% to win. This is as genuine a coin flip as you'll find — both teams possess genuine edges that cancel out.

Detroit owns the territorial edge: 49.0% Corsi and 49.0% expected goals, suggesting sustained puck possession and shot generation. Toronto sits at 45.0% Corsi and 46.0% xG, a significant gap in volume. But the fine print matters. Detroit's PDO is 0.985, indicating the Red Wings have been slightly unlucky; Toronto's is 1.002, suggesting the Maple Leafs are riding minor variance. Over time, that reverses.

The edge that tips the scale exists in rest. Detroit arrives on three days off; Toronto on one. This becomes acute at the goaltending position. J. Woll, on a back-to-back, may cede the crease to a backup or start fatigued — a small margin in a game this tight.

Detroit's Alex DeBrincat drives expected goals at 0.88 per 60 and shoots at 9.0%, posting 17 goals and 28 assists — including two from high-danger areas. Marco Kasper mirrors the profile (0.81 xG/60, 7 goals, 6.1% shooting) with one high-danger conversion. Toronto's Auston Matthews leads the creation department at 1.10 xG/60 with 17 goals and 13 assists, executing at 10.6%. John Tavares (0.91 xG/60, 15 goals and 24 assists, 12.4% shooting) has been more efficient with limited opportunity, three of his goals coming from prime scoring areas.

Neither team has scored from high-danger situations or rebounds at meaningful rates — both sit at 0% — which compresses the margin. Axel Sandin-Pellikka represents Detroit's defensive liability; Bo Groulx anchors Toronto's. In a low-variance matchup, these gaps matter less than rest and execution. The model's skepticism is justified. One team leaves with an extra point because a fresher unit simply executed when it mattered.

Computed danger · scouting

Players to watch

DET
Alex DeBrincat17G 28A
0.88 xG/60 · 2 HD · 9.0% sh
Marco Kasper7G 8A
0.81 xG/60 · 1 HD · 6.1% 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