Motion-blurred skater in a Detroit Red Wings sweater
Breakdown · DET at TOR

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

The verdict · stolen

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

DET 2 · TOR 1
◆ By the ModelJul 12, 1:59 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

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.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · OT · Jan 21
DET
2
TOR
1

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

Chances 3.4 – 4.5Did they deserve it? →
Did they deserve it?

The Maple Leafs deserved better.

Expected goals · chance value
DET
3.38
TOR
4.54
43% of the chances57%

The board read DET 2, TOR 1. The chances read DET 3.4, TOR 4.5.

Our xG model · NHL play-by-play · all situations
Luck check
DET
−1.4
goals above expected
DET3.38 expected · 2 scored
Expected
Scored
TOR4.54 expected · 1 scored
Expected
Scored

The Maple Leafs left 3.5 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 04:46TORS. Laughton0–1
  2. P1 19:42DETS. Edvinsson1–1
  3. OT 03:08DETD. Larkin2–1
NHL play-by-play · chance value from our xG model
Where the shots came from
DET
59 shots
2
Final
107 shots
TOR
48 shots
1
DET attackTOR attack
DET TOR Goal
59
shots · 2 in
48
shots · 1 in
Every unblocked shot · press play to replay it
Chances by danger
DETTOR
1 / 5
1.13 xG
High danger
1 / 10
2.44 xG
1 / 14
1.37 xG
Medium
0 / 14
1.46 xG
0 / 58
0.87 xG
Low
0 / 37
0.63 xG

High-danger looks: DET 1 of 5, TOR 1 of 10.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A+
J. Gibson
+3.5
DET · 30/31
B+
J. Woll
+1.4
TOR · 39/41
The numbers, checked
BACKCHECK

J. Gibson stands tall as the Red Wings 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 15–12
  1. 04:46TORS. Laughton(C. Jarnkrok, S. Lorentz)0–1
  2. 19:42DETS. Edvinsson(L. Raymond, D. Larkin)1–1
2ndshots 7–14no goals
    3rdshots 13–5no goals
      OTshots 6–0
      1. 03:08DETD. Larkin(M. Seider)2–1

      score reads DET–TOR

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

      The numbers

      XGBoost xG · NHL play-by-play
      3.38
      DET chances
      Goals their shots were worth
      −1.4
      Finishing
      Goals below what those chances were worth
      1.010
      DET puck luck
      About 1.000 — a normal night for bounces
      55.8%
      Shot attempts
      Over half — they had the puck more
      Split by club

      Who controlled the game

      3.38Expected goals4.54
      TOR 57% of the chance quality
      41Shots on goal31
      5High-danger chances10
      77All attempts (Corsi)61
      Adjusted for score: DET 57% · TOR 43%
      Faceoffs · TOR won56%off46%neu48%def
      Source · NHL play-by-play · XGBoost xG
      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

      DET finished -1.4 against expected, TOR -3.5.

      Source · Backcheck xG model
      Shot types · rush and rebound chancesopen +
      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
      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
      J. Gibson
      DET · 30/31 · .968
      +3.5
      saved above expected
      A+
      the night
      By dangerG/attxGsaved
      High danger1/102.4+1.4
      Medium0/141.5+1.5
      Low0/370.6+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 · 39/41 · .951
      +1.4
      saved above expected
      B+
      the night
      By dangerG/attxGsaved
      High danger1/51.1+0.1
      Medium1/141.4+0.4
      Low0/580.9+0.9

      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

      107 shots · press play to watch the game back

      Where the shots came from

      NHL play-by-play coordinates
      DET
      59 shots
      2
      Final
      107 shots
      TOR
      48 shots
      1
      DET attackTOR attack
      DET TOR Goal

      Each club shoots toward its own end — DET 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
      D. Larkin
      #71 · C · DET
      1 G · 1 A · 5 SOG · 19:17 on ice · +2
      M. Seider
      #53 · D · DET
      0 G · 1 A · 2 SOG · 27:46 on ice · +2
      S. Edvinsson
      #77 · D · DET
      1 G · 0 A · 3 SOG · 26:45 on ice · +1
      Ranked from the box score — points first · Backcheck
      What the model said beforehand

      Before the game

      Written Wed, Jan 21
      Open the pre-game read
      Written from the numbers

      The read

      Edited for clarity
      ◆ By the ModelJul 12, 2:09 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

      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.

      What the model said beforehand

      The model's lean

      DET 51%
      51%
      DET
      Model favorite
      51%
      49%
      DET50TOR

      DET by 2 points of win probability — effectively a coin flip. Projected score DET 2.5–2.5 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
      DET← edge
      edge →TOR
      49.0%46.0%
      49.0%45.0%
      2.382.24
      2.502.67
      1.732.09
      2.072.52
      0.9851.002

      DET holds 5 of 6 process categories — and the luck row (0.985 vs 1.002) says TOR has been getting the bounces, which tends not to last.

      Source · NHL stats API + our xG · 5v5
      Form · Last 10
      DET
      7-2-1
      +8 GD · 3d rest
      TOR
      6-2-2
      +2 GD · 1d rest
      0.985
      DET 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 Red Wings drive Corsi at 49.0% — expect territorial tilt.
      Things to watch
      • The Red Wings drive Corsi at 49.0% — expect territorial tilt.
      • J. Woll is on a back-to-back — watch for a backup start or a tired starter.
      • The Red Wings have 2 more days of rest.
      Last game's lineup · confirmed at warm-up

      Lineups

      NHL box score
      DET
      Expected in goal
      J. Gibson
      3 days rest.864 last start
      Backup John Gibson · +11.7 GSAx this season

      No completed game on file for this club yet.

      TOR
      Expected in goal
      J. Woll
      back-to-back.828 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
      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
      Keep going

      Where to next