Motion-blurred skater in a Tampa Bay Lightning sweater
Breakdown · EDM at TBL

Lightning edge the Oilers in overtime

The verdict · earned

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

EDM 1 · TBL 2
◆ By the ModelJul 11, 4:59 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

Both teams underperformed their expected goals by similar margins—the Lightning by 2.20 goals, the Oilers by 2.24—yet Tampa Bay still prevailed. In games where chance quality is wasted equally, goaltending and shot precision separate the teams.

The Lightning controlled the game's dangerous opportunities: 56% of expected goals at 5v5 (4.20–3.24), 58% of shot attempts (35–25), and 9 of 15 high-danger chances. They generated 0.075 expected goals per shot compared to Edmonton's 0.055. That quality advantage held up when Jake Guentzel's wrist shot from the slot at 1:43 of overtime ended the game.

Vasilevskiy stopped 24 of 25 shots, overperforming by 2.24 goals on an xGA of 3.24. Pickard kept pace—33 saves on 35 shots, +2.20—but Edmonton's roster couldn't generate enough offense. The Oilers managed zero goals on six high-danger chances, an outlier that won't repeat. They crashed the net three times with nothing to show.

Tampa Bay's rush game was deadlier: two goals on 29 chances. Their five rebound attempts went nowhere, but they had the quality to win anyway.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · OT · Nov 20
EDM
1
TBL
2

Lightning edge the Oilers in overtime

Chances 3.2 – 4.2Did they deserve it? →
Did they deserve it?

The Lightning earned this one.

Expected goals · chance value
EDM
3.24
TBL
4.20
44% of the chances56%

The board read EDM 1, TBL 2. The chances read EDM 3.2, TBL 4.2.

Our xG model · NHL play-by-play · all situations
Luck check
TBL
−2.2
goals above expected
TBL4.20 expected · 2 scored
Expected
Scored
EDM3.24 expected · 1 scored
Expected
Scored

The Oilers left 2.2 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 01:32EDMT. Frederic1–0
  2. P3 17:28TBLN. Paul1–1
  3. OT 01:43TBLJ. Guentzel1–2
NHL play-by-play · chance value from our xG model
Where the shots came from
EDM
38 shots
1
Final
83 shots
TBL
45 shots
2
EDM attackTBL attack
EDM TBL Goal
38
shots · 1 in
45
shots · 2 in
Every unblocked shot · press play to replay it
Chances by danger
EDMTBL
0 / 6
1.39 xG
High danger
1 / 9
2.00 xG
1 / 13
1.43 xG
Medium
1 / 13
1.53 xG
0 / 40
0.42 xG
Low
0 / 34
0.68 xG

The Oilers went 0 for 6 from the slot.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A
A. Vasilevskiy
+2.2
TBL · 24/25
A
C. Pickard
+2.2
EDM · 33/35
The numbers, checked
BACKCHECK

Lightning edge the Oilers in overtime

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 11–8
  1. 01:32EDMT. Frederic(L. Draisaitl)1–0
2ndshots 7–11no goals
    3rdshots 4–14
    1. 17:28TBLN. Paul(J. Moser, E. Lilleberg)1–1
    OTshots 3–2
    1. 01:43TBLJ. Guentzel(D. Raddysh, N. Kucherov)1–2

    score reads EDM–TBL

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

    The numbers

    XGBoost xG · NHL play-by-play
    4.20
    TBL chances
    Goals their shots were worth
    −2.2
    Finishing
    Goals below what those chances were worth
    1.019
    TBL puck luck
    About 1.000 — a normal night for bounces
    48.7%
    Shot attempts
    Under half — they were outshot
    Split by club

    Who controlled the game

    3.24Expected goals4.20
    TBL 56% of the chance quality
    25Shots on goal35
    6High-danger chances9
    59All attempts (Corsi)56
    Adjusted for score: EDM 48% · TBL 52%
    Faceoffs · TBL won37%off50%neu42%def
    Source · NHL play-by-play · XGBoost xG
    How the game was won

    The danger ladder

    shotsgoalsexpected
    High dangerslot & crease
    EDM0 / 6 · 1.39 xG
    TBL1 / 9 · 2.00 xG
    Medium dangermid-range
    EDM1 / 13 · 1.43 xG
    TBL1 / 13 · 1.53 xG
    Low dangerperimeter & point
    EDM0 / 40 · 0.42 xG
    TBL0 / 34 · 0.68 xG

    EDM went 0-for-6 from high danger on 1.39 expected goals — 1.4 left on the table.

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

    Finishing vs expected

    expectedactual
    EDM
    1 G · 3.24 xG · -2.2
    TBL
    2 G · 4.20 xG · -2.2
    012345

    EDM finished -2.2 against expected, TBL -2.2.

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

    Shot diet

    goalsshots
    EDM
    WRIST0/17
    SNAP1/4
    SLAP0/6
    BACKHAND0/6
    TIP IN0/4
    DEFLECTED0/1
    OTHER0/21
    TBL
    WRIST1/10
    SNAP0/20
    SLAP1/11
    BACKHAND0/2
    TIP IN0/2
    DEFLECTED0/0
    OTHER0/11
    EDM
    TBL
    Off the rush
    1 G on 22
    1.82 xG
    2 G on 29
    2.72 xG
    Off rebounds
    0 G on 3
    0.59 xG
    0 G on 5
    1.01 xG

    Wrist shots carried the volume: EDM went 0-for-17, TBL 1-for-10. TBL 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
    C. Pickard
    EDM · 33/35 · .943
    +2.2
    saved above expected
    A
    the night
    By dangerG/attxGsaved
    High danger1/92.0+1.0
    Medium1/131.5+0.5
    Low0/340.7+0.7

    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

    A. Vasilevskiy
    TBL · 24/25 · .960
    +2.2
    saved above expected
    A
    the night
    By dangerG/attxGsaved
    High danger0/61.4+1.4
    Medium1/131.4+0.4
    Low0/400.4+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

    83 shots · press play to watch the game back

    Where the shots came from

    NHL play-by-play coordinates
    EDM
    38 shots
    1
    Final
    83 shots
    TBL
    45 shots
    2
    EDM attackTBL attack
    EDM TBL Goal

    Each club shoots toward its own end — EDM left, TBL 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. Raddysh
    #43 · D · TBL
    0 G · 1 A · 4 SOG · 27:38 on ice · +1
    N. Kucherov
    #86 · R · TBL
    0 G · 1 A · 6 SOG · 23:37 on ice · +1
    L. Draisaitl
    #29 · C · EDM
    0 G · 1 A · 1 SOG · 23:14 on ice
    Ranked from the box score — points first · Backcheck
    What the model said beforehand

    Before the game

    Written Thu, Nov 20
    Open the pre-game read
    Written from the numbers

    The read

    Edited for clarity
    ◆ By the ModelJul 11, 4:55 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 model projects a 2.5-to-2.7 expected-goal range with the Lightning at 54% win probability. Barely a favorite in a matchup that reads as a coin flip.

    Edmonton's -12 goal differential over their last 10 games reflects underperformance on both ends of the ice. Tampa Bay counters with superior underlying numbers. The Lightning drive 54.0% expected goals at 5v5 against Edmonton's 52.0%; their Corsi edge stretches to 53.0% versus 50.0%. That territorial margin should yield more chances.

    Regression math favors Edmonton. Tampa Bay's 1.019 PDO means they're outperforming expectation and due to regress. Edmonton's 0.982 PDO has the inverse path: positive regression looms. The closer each team falls back to mean PDO, the tighter the game becomes.

    A. Vasilevskiy faces the back-to-back grind. A fresh backup in net gives Edmonton an edge; a fatigued starter does too.

    Players to Watch

    Zach Hyman carries Edmonton's scoring at 1.23 expected goals per 60 minutes with 14 goals. Connor McDavid's 0.92 xG per 60 appears modest until you see 25 goals, five high-danger tallies, and a 13.7% shooting rate—he's outperforming model projection through finishing. Brandon Hagel powers Tampa at 1.10 xG per 60 with 23 goals, two high-danger, and 15.8% conversion. Anthony Cirelli finishes at an elite clip: 0.95 xG per 60, 15 goals, five high-danger, and 17.0% shooting.

    Jake Walman represents a weakness on Edmonton's back end. Victor Hedman anchors Tampa's defense. Neither team converts from high-danger or rebound chances—both near 0%—so positioning in dirty areas and shot selection will decide the margin.

    What the model said beforehand

    The model's lean

    TBL 54%
    54%
    TBL
    Model favorite
    46%
    54%
    EDM50TBL

    TBL by 8 points of win probability — a modest lean. Projected score EDM 2.5–2.7 TBL; 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 →TBL
    52.0%54.0%
    50.0%53.0%
    2.642.67
    2.472.28
    2.132.38
    2.291.85
    0.9821.019

    TBL holds 6 of 6 process categories — and the luck row (0.982 vs 1.019) says TBL has been getting the bounces, which tends not to last.

    Source · NHL stats API + our xG · 5v5
    Form · Last 10
    EDM
    4-4-2
    -12 GD · 2d rest
    TBL
    7-3-0
    +7 GD · 1d rest
    0.982
    EDM PDO
    Luck gauge · drifts to 1.000
    1.019
    TBL PDO
    Luck gauge · drifts to 1.000
    What decides it

    Keys to the game

    Where the edges live
    • The Lightning drive Corsi at 53.0% — expect territorial tilt.
    Regression watch
    • The Lightning's PDO is 1.019 — running hot, expect some regression.
    • The Oilers' PDO is 0.982 — running cold, due for positive regression.
    Things to watch
    • The Lightning drive Corsi at 53.0% — expect territorial tilt.
    • A. Vasilevskiy is on a back-to-back — watch for a backup start or a tired starter.
    • The Oilers are underwater at -12 goal differential over their last 10.
    • The Lightning's PDO is 1.019 — 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.852 last start
    Backup Connor Ingram · +1.7 GSAx this season

    No completed game on file for this club yet.

    TBL
    Expected in goal
    A. Vasilevskiy
    back-to-back.969 last start
    Backup Andrei Vasilevskiy · +24.7 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
    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
    TBL
    Brandon Hagel23G 26A
    1.10 xG/60 · 2 HD · 15.8% sh
    Anthony Cirelli15G 18A
    0.95 xG/60 · 5 HD · 17.0% sh
    Keep going

    Where to next