Motion-blurred skater in a Montreal Canadiens sweater
Breakdown · EDM at MTL

J. Dobes stands tall as the Canadiens edge the Oilers

The verdict · earned

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

EDM 1 · MTL 4
◆ By the ModelJul 11, 8:26 PMxG: 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

The Canadiens beat Edmonton 4–1, but the underlying metrics suggested it should have been closer. High-danger chances tied 7–7. Expected goals split 4.90–4.08, barely favoring Montreal. J. Dobes made the difference: 27 of 28 stops (0.964 SV%, +3.08 vs. expected)—enough to swing the entire game.

C. Pickard was solid (23/27, 0.852 SV%, +0.90) but couldn't match that performance.

Montreal's edge was quality over quantity. The Canadiens averaged 0.100 expected goals per shot versus Edmonton's 0.072. On the rush, Montreal buried 4 of 21 chances while Edmonton couldn't convert its 7 high-danger opportunities. The Oilers did crash the net hard, generating 5 rebound opportunities, though they converted just one.

The Canadiens' power play was lethal: 2 goals on 12 shots (1.93 expected goals).

The turning point was Alexandre Texier's snap shot from the high slot at 13:52 of the third period.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Dec 14
EDM
1
MTL
4

J. Dobes stands tall as the Canadiens edge the Oilers

Chances 4.1 – 4.9Did they deserve it? →
Did they deserve it?

The Canadiens earned this one.

Expected goals · chance value
EDM
4.08
MTL
4.90
45% of the chances55%

The board read EDM 1, MTL 4. The chances read EDM 4.1, MTL 4.9.

Our xG model · NHL play-by-play · all situations
Luck check
MTL
−0.9
goals above expected
MTL4.90 expected · 4 scored
Expected
Scored
EDM4.08 expected · 1 scored
Expected
Scored

The Oilers 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. P2 02:28MTLI. DemidovPP0–1
  2. P2 11:58MTLJ. Veleno0–2
  3. P3 03:38MTLN. SuzukiPP0–3
  4. P3 12:29EDMZ. HymanPP1–3
  5. P3 13:52MTLA. Texier1–4
NHL play-by-play · chance value from our xG model
Where the shots came from
EDM
45 shots
1
Final
81 shots
MTL
36 shots
4
EDM attackMTL attack
EDM MTL Goal
45
shots · 1 in
36
shots · 4 in
Every unblocked shot · press play to replay it
Chances by danger
EDMMTL
0 / 7
1.74 xG
High danger
1 / 7
2.90 xG
1 / 17
1.91 xG
Medium
3 / 15
1.73 xG
0 / 33
0.43 xG
Low
0 / 27
0.27 xG

The Oilers went 0 for 7 from the slot.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A+
J. Dobes
+3.1
MTL · 27/28
B+
C. Pickard
+0.9
EDM · 23/27
The numbers, checked
BACKCHECK

J. Dobes stands tall as the Canadiens edge the Oilers

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 12–10no goals
    2ndshots 6–12
    1. 02:28MTLI. Demidovpower play(J. Slafkovský, L. Hutson)0–1
    2. 11:58MTLJ. Veleno0–2
    3rdshots 10–5
    1. 03:38MTLN. Suzukipower play(J. Slafkovský, L. Hutson)0–3
    2. 12:29EDMZ. Hymanpower play(E. Bouchard, C. McDavid)1–3
    3. 13:52MTLA. Texier(J. Struble)1–4

    score reads EDM–MTL

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

    The numbers

    XGBoost xG · NHL play-by-play
    4.90
    MTL chances
    Goals their shots were worth
    −0.9
    Finishing
    Goals below what those chances were worth
    1.064
    MTL puck luck
    Above 1.000 — the bounces went their way
    46.2%
    Shot attempts
    Under half — they were outshot
    Split by club

    Who controlled the game

    4.08Expected goals4.90
    MTL 55% of the chance quality
    28Shots on goal27
    7High-danger chances7
    57All attempts (Corsi)49
    Adjusted for score: EDM 58% · MTL 42%
    Faceoffs · MTL won42%off50%neu58%def
    Source · NHL play-by-play · XGBoost xG
    How the game was won

    The danger ladder

    shotsgoalsexpected
    High dangerslot & crease
    EDM0 / 7 · 1.74 xG
    MTL1 / 7 · 2.90 xG
    Medium dangermid-range
    EDM1 / 17 · 1.91 xG
    MTL3 / 15 · 1.73 xG
    Low dangerperimeter & point
    EDM0 / 33 · 0.43 xG
    MTL0 / 27 · 0.27 xG

    MTL went 1-for-7 from high danger on 2.90 expected goals — 1.9 left on the table.

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

    Finishing vs expected

    expectedactual
    EDM
    1 G · 4.08 xG · -3.1
    MTL
    4 G · 4.90 xG · -0.9
    0123456

    EDM finished -3.1 against expected, MTL -0.9.

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

    Shot diet

    goalsshots
    EDM
    SNAP1/34
    SLAP0/5
    TIP IN0/4
    BACKHAND0/1
    DEFLECTED0/1
    WRIST0/0
    POKE0/0
    OTHER0/12
    MTL
    SNAP3/24
    SLAP0/3
    TIP IN0/2
    BACKHAND0/3
    DEFLECTED1/1
    WRIST0/2
    POKE0/1
    OTHER0/13
    EDM
    MTL
    Off the rush
    0 G on 25
    2.49 xG
    4 G on 21
    2.99 xG
    Off rebounds
    1 G on 5
    1.02 xG
    0 G on 2
    0.39 xG

    Snap shots carried the volume: EDM went 1-for-34, MTL 3-for-24. MTL scored 4 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
    C. Pickard
    EDM · 23/27 · .852
    +0.9
    saved above expected
    B+
    the night
    By dangerG/attxGsaved
    High danger1/72.9+1.9
    Medium3/151.7-1.3
    Low0/270.3+0.3

    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. Dobes
    MTL · 27/28 · .964
    +3.1
    saved above expected
    A+
    the night
    By dangerG/attxGsaved
    High danger0/71.7+1.7
    Medium1/171.9+0.9
    Low0/330.4+0.4

    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

    81 shots · press play to watch the game back

    Where the shots came from

    NHL play-by-play coordinates
    EDM
    45 shots
    1
    Final
    81 shots
    MTL
    36 shots
    4
    EDM attackMTL attack
    EDM MTL Goal

    Each club shoots toward its own end — EDM left, MTL 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
    L. Hutson
    #48 · D · MTL
    0 G · 2 A · 1 SOG · 21:17 on ice
    J. Slafkovský
    #20 · L · MTL
    0 G · 2 A · 3 SOG · 16:28 on ice
    E. Bouchard
    #2 · D · EDM
    0 G · 1 A · 6 SOG · 29:49 on ice · -1
    Ranked from the box score — points first · Backcheck
    What the model said beforehand

    Before the game

    Written Sun, Dec 14
    Open the pre-game read
    Written from the numbers

    The read

    Edited for clarity
    ◆ By the ModelJul 11, 8:25 PMEdited 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 models can't pick a side. Edmonton projects to 51% win probability in a 2.6-2.6 game — about as close to a pick'em as you'll find.

    The Oilers own the underlying play. Their 52.0% 5v5 expected-goals share against Montreal's 48.0% suggests they're generating more quality chances. Edmonton's Corsi sits at 50.0% to the Canadiens' 49.0%, confirming shot volume dominance. But the PDO numbers complicate the read: Montreal is running hot at 1.018 (converting at rates that won't stick), while Edmonton sits cold at 0.982. The underlying edge combined with positive regression potential should favor Edmonton — yet Montreal's actual goal-scoring has carried them despite not owning the shot battle.

    This game hinges on elite wings playing out of their minds.

    Connor McDavid is generating 0.92 expected goals per 60 minutes while maintaining a 13.7% shooting percentage. With 25 goals and 33 assists, he's been simultaneously efficient and productive. Zach Hyman operates at 1.23 xG/60, a pace that ranks among the league's most dangerous forwards, and he's converted at 13.0% to reach 14 goals and 13 assists — showing he's not just riding volume.

    Montreal counters with Cole Caufield, who's posted 33 goals and 16 assists on a 20.0% shooting rate, a figure that blends luck and genuine finishing. At 0.97 xG/60, he's not generating McDavid's volume, yet he's been Montreal's most lethal weapon. Oliver Kapanen adds secondary punch at 0.83 xG/60 with 19 goals and 12 assists on a 17.8% shooting rate.

    The defensive vulnerabilities matter here. Edmonton's Jake Walman and Montreal's Mike Matheson represent the points where this matchup bends. Both teams sit at 0% high-danger goal rates, suggesting shot quality variance is masking true danger — meaning performances on the perimeter, where these defensemen live, become unusually decisive.

    This is a genuinely even matchup. Edmonton's underlying metrics favor the Oilers; regression math favors the Oilers. But Montreal's results say they belong. At 51 percent, the model isn't wrong.

    What the model said beforehand

    The model's lean

    EDM 51%
    51%
    EDM
    Model favorite
    51%
    49%
    EDM50MTL

    EDM by 2 points of win probability — effectively a coin flip. Projected score EDM 2.6–2.6 MTL; 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
    EDM← edge
    edge →MTL
    52.0%48.0%
    50.0%49.0%
    2.642.41
    2.472.62
    2.132.24
    2.291.96
    0.9821.018

    EDM holds 4 of 6 process categories — and the luck row (0.982 vs 1.018) says MTL has been getting the bounces, which tends not to last.

    Source · NHL stats API + our xG · 5v5
    Form · Last 10
    EDM
    5-3-2
    +8 GD · 2d rest
    MTL
    6-4-0
    -3 GD · 2d rest
    0.982
    EDM PDO
    Luck gauge · drifts to 1.000
    1.018
    MTL PDO
    Luck gauge · drifts to 1.000
    What decides it

    Keys to the game

    Where the edges live
    • The Oilers own the underlying play — 52.0% 5v5 xG vs 48.0%.
    Regression watch
    • The Canadiens' PDO is 1.018 — running hot, expect some regression.
    • The Oilers' PDO is 0.982 — running cold, due for positive regression.
    Things to watch
    • The Oilers own the underlying play — 52.0% 5v5 xG vs 48.0%.
    • The Canadiens' PDO is 1.018 — running hot, expect some regression.
    Last game's lineup · confirmed at warm-up

    Lineups

    NHL box score
    EDM
    Expected in goal
    S. Skinner
    2 days rest.964 last start
    Backup Connor Ingram · +1.7 GSAx this season

    No completed game on file for this club yet.

    MTL
    Expected in goal
    J. Fowler
    2 days rest.947 last start
    Backup Jakub Dobes · +17.3 GSAx this season

    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
    EDM
    Zach Hyman14G 13A
    1.23 xG/60 · 1 HD · 13.0% sh
    Connor McDavid25G 33A
    0.92 xG/60 · 5 HD · 13.7% sh
    MTL
    Cole Caufield33G 16A
    0.97 xG/60 · 1 HD · 20.0% sh
    Oliver Kapanen19G 12A
    0.83 xG/60 · 4 HD · 17.8% sh
    Keep going

    Where to next