Motion-blurred skater in a blue sweater
Breakdown · PHI at NYR

Rangers edge the Flyers in a shootout

The verdict · stolen

The Rangers stole one. They lost the expected-goals battle 3.11–2.66 and won anyway.

PHI 4 · NYR 5
◆ By the ModelJul 11, 9:05 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 Rangers won 5-4 in a shootout, but the underlying numbers said the Flyers deserved better. Philadelphia finished with 3.11 expected goals to New York's 2.66, and their shot quality told the same story: 0.060 xG per attempt vs. 0.040. The Rangers' victory hinged on opportunism, not superiority.

That opportunism revealed itself in the margins. New York overperformed their xG by 2.34 goals; Philadelphia overperformed by just 0.89. Vincent Trocheck's wrist shot from the doorstep in the shootout delivered the difference.

Both goalies faltered. I. Shesterkin (28/32 saves, 0.875 SV%) allowed 0.89 more goals than expected. S. Ersson (23/27 saves, 0.852 SV%) allowed 1.34 more—a costly deficit when Philadelphia's precision deserved better execution.

The Flyers dominated in transition, converting 4 goals on 31 rush chances. New York matched them with 3 on 27 attempts, suggesting both teams thrived on speed. Philadelphia's power play was lethal: 2 goals on 10 shots (0.84 xG). They created 3 rebound chances after crashing the net effectively but converted none.

New York held just 46% of shot attempts and tied high-danger chances at 2-2. The scoreboard said Rangers; the advanced metrics whispered Flyers. In hockey, shootouts erase that whisper.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · SO · Dec 20
PHI
4
NYR
5

Rangers edge the Flyers in a shootout

Chances 3.1 – 2.7Did they deserve it? →
Did they deserve it?

The Flyers deserved better.

Expected goals · chance value
PHI
3.11
NYR
2.66
54% of the chances46%

The board read PHI 4, NYR 5. The chances read PHI 3.1, NYR 2.7.

Our xG model · NHL play-by-play · all situations
Luck check
NYR
+2.3
goals above expected
NYR2.66 expected · 5 scored
Expected
Scored
PHI3.11 expected · 4 scored
Expected
Scored

The Rangers scored 2.3 more than their chances were worth. That does not repeat.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 19:24NYRA. Panarin0–1
  2. P2 06:42PHIT. SanheimPP1–1
  3. P2 07:05PHIO. Tippett2–1
  4. P2 10:18PHIT. ZegrasPP3–1
  5. P2 12:23NYRA. Panarin3–2
  6. P2 14:36PHIR. AbolsSH4–2
  7. P3 09:13NYRV. Trocheck4–3
+3 more on the full breakdown
NHL play-by-play · chance value from our xG model
Where the shots came from
PHI
49 shots
4
Final
95 shots
NYR
46 shots
6
PHI attackNYR attack
PHI NYR Goal

Shootout goals are not shots and are not drawn; the scoreboard above counts goals from the shot log.

49
shots · 4 in
46
shots · 6 in
Every unblocked shot · press play to replay it
Chances by danger
PHINYR
1 / 2
0.46 xG
High danger
0 / 2
0.44 xG
2 / 21
2.08 xG
Medium
3 / 16
1.67 xG
1 / 29
0.58 xG
Low
1 / 48
0.55 xG

High-danger looks: PHI 1 of 2, NYR 0 of 2.

Danger tiers by our xG model · high ≥ 20% chance
In the net
D-
I. Shesterkin
−0.9
NYR · 28/32
D-
S. Ersson
−1.3
PHI · 23/27
The numbers, checked
BACKCHECK

Rangers edge the Flyers in a shootout

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 12–8
  1. 19:24NYRA. Panarin(M. Zibanejad)0–1
2ndshots 11–8
  1. 06:42PHIT. Sanheimpower play(D. Barkey, M. Michkov)1–1
  2. 07:05PHIO. Tippett(D. Barkey, C. York)2–1
  3. 10:18PHIT. Zegraspower play(J. Drysdale, N. Cates)3–1
  4. 12:23NYRA. Panarin3–2
  5. 14:36PHIR. Abolsshorthanded(T. Sanheim)4–2
3rdshots 5–10
  1. 09:13NYRV. Trocheck(J. Miller, G. Perreault)4–3
  2. 17:26NYRM. Zibanejadpower play(S. Morrow, W. Cuylle)4–4
OTshots 4–1no goals
    SO
    1. 00:00NYRA. Panarinpower play4–4
    2. 00:00NYRV. Trocheckpower play4–4

    score reads PHI–NYR

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

    The numbers

    XGBoost xG · NHL play-by-play
    2.66
    NYR chances
    Goals their shots were worth
    +2.3
    Finishing
    Goals above what those chances were worth
    0.984
    NYR puck luck
    About 1.000 — a normal night for bounces
    55.9%
    Shot attempts
    Over half — they had the puck more
    Split by club

    Who controlled the game

    3.11Expected goals2.66
    PHI 54% of the chance quality
    32Shots on goal27
    2High-danger chances2
    52All attempts (Corsi)66
    Adjusted for score: PHI 42% · NYR 58%
    Faceoffs · NYR won63%off36%neu50%def
    Source · NHL play-by-play · XGBoost xG
    How the game was won

    The danger ladder

    shotsgoalsexpected
    High dangerslot & crease
    PHI1 / 2 · 0.46 xG
    NYR0 / 2 · 0.44 xG
    Medium dangermid-range
    PHI2 / 21 · 2.08 xG
    NYR3 / 16 · 1.67 xG
    Low dangerperimeter & point
    PHI1 / 29 · 0.58 xG
    NYR1 / 48 · 0.55 xG

    NYR went 3-for-16 from medium danger on 1.67 expected goals — 1.3 above expected.

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

    Finishing vs expected

    expectedactual
    PHI
    4 G · 3.11 xG · +0.9
    NYR
    5 G · 2.66 xG · +2.3
    0123456

    PHI finished +0.9 against expected, NYR +2.3.

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

    Shot diet

    goalsshots
    PHI
    WRIST2/27
    SNAP0/9
    TIP IN0/6
    BACKHAND0/1
    SLAP1/3
    DEFLECTED1/1
    OTHER0/5
    NYR
    WRIST1/21
    SNAP1/9
    TIP IN0/8
    BACKHAND1/4
    SLAP1/2
    DEFLECTED0/0
    OTHER0/22
    PHI
    NYR
    Off the rush
    4 G on 31
    2.32 xG
    3 G on 27
    2.18 xG
    Off rebounds
    0 G on 3
    0.30 xG
    0 G on 2
    0.14 xG

    Wrist shots carried the volume: PHI went 2-for-27, NYR 1-for-21. PHI 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
    S. Ersson
    PHI · 23/27 · .852
    -1.3
    saved above expected
    D-
    the night
    By dangerG/attxGsaved
    High danger0/20.4+0.4
    Medium3/161.7-1.3
    Low1/480.6-0.5

    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

    I. Shesterkin
    NYR · 28/32 · .875
    -0.9
    saved above expected
    D-
    the night
    By dangerG/attxGsaved
    High danger1/20.5-0.5
    Medium2/212.1+0.1
    Low1/290.6-0.4

    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

    95 shots · press play to watch the game back

    Where the shots came from

    NHL play-by-play coordinates
    PHI
    49 shots
    4
    Final
    95 shots
    NYR
    46 shots
    6
    PHI attackNYR attack
    PHI NYR Goal

    Shootout goals are not shots and are not drawn; the scoreboard above counts goals from the shot log.

    Each club shoots toward its own end — PHI left, NYR 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
    M. Zibanejad
    #93 · C · NYR
    1 G · 1 A · 3 SOG · 22:50 on ice
    A. Panarin
    #10 · L · NYR
    2 G · 0 A · 7 SOG · 22:31 on ice
    T. Sanheim
    #6 · D · PHI
    1 G · 1 A · 2 SOG · 20:56 on ice
    Ranked from the box score — points first · Backcheck
    What the model said beforehand

    Before the game

    Written Sat, Dec 20
    Open the pre-game read
    Written from the numbers

    The read

    Edited for clarity
    ◆ By the ModelJul 11, 9:04 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 sees this as pick'em territory: Philadelphia and New York both at 2.3 projected goals, with the Rangers at exactly 50% win probability.

    The Flyers own the underlying play. At even strength, they're generating 51.0% of expected goals against a Rangers team producing 48.0%—not a massive gap, but a real one. The Rangers' Corsi slightly favors them at 49.0% to 48.0%, a sign they're winning shot attempts; that edge hasn't translated to the quality of looks that matter. Both teams' PDO values (1.008 and 1.009) are neutral, meaning variance isn't the story here.

    The Rangers' -9 goal differential over their last ten games tracks with this underlying weakness. They've been generating fewer dangerous chances and getting behind in the process.

    Goaltending could be a variable. I. Shesterkin and S. Ersson both face back-to-backs, and backup considerations might factor into how each coach deploys their netminder.

    For Philadelphia, Owen Tippett is the primary weapon: 19 goals, 18 assists, 2 high-danger goals, 0.88 expected goals per 60 minutes, and a 12.1% shooting rate that's above-average but sustainable. Christian Dvorak (12 goals, 21 assists, 3 high-danger goals, 0.81 xG/60) supplies secondary scoring, though his 11.2% shooting rate suggests he's outperforming his volume—he's also the Flyers' defensive liability.

    New York counters with Adam Sykora, whose 0.91 xG per 60 minutes represents elite volume, but his 3 goals reveal the problem: he's shooting at 20.0%, an outlier rate headed for regression. Gabe Perreault is more balanced at 0.79 xG/60, 8 goals, 11 assists, 2 high-danger goals, and 13.1% shooting.

    Neither team has scored on high-danger chances or rebounds at notable rates (0% on both), meaning tonight's offense will come from cleaner looks. Vincent Iorio represents the Rangers' defensive weak spot.

    This remains a coin flip with a technical edge to Philadelphia. The Flyers' underlying advantage is real.

    What the model said beforehand

    The model's lean

    NYR 50%
    50%
    NYR
    Model favorite
    50%
    50%
    PHI50NYR

    NYR by 0 points of win probability — effectively a coin flip. Projected score PHI 2.3–2.3 NYR; 19% 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
    PHI← edge
    edge →NYR
    51.0%48.0%
    48.0%49.0%
    2.262.26
    2.202.40
    1.961.88
    1.821.90
    1.0081.009

    PHI holds 5 of 6 process categories — and the luck row (1.008 vs 1.009) says NYR has been getting the bounces, which tends not to last.

    Source · NHL stats API + our xG · 5v5
    Form · Last 10
    PHI
    4-3-3
    +1 GD · 1d rest
    NYR
    4-4-2
    -9 GD · 1d rest
    1.008
    PHI PDO
    Luck gauge · drifts to 1.000
    1.009
    NYR PDO
    Luck gauge · drifts to 1.000
    What decides it

    Keys to the game

    Where the edges live
    • The Flyers own the underlying play — 51.0% 5v5 xG vs 48.0%.
    Things to watch
    • The Flyers own the underlying play — 51.0% 5v5 xG vs 48.0%.
    • I. Shesterkin is on a back-to-back — watch for a backup start or a tired starter.
    • S. Ersson is on a back-to-back — watch for a backup start or a tired starter.
    • The Rangers are underwater at -9 goal differential over their last 10.
    Last game's lineup · confirmed at warm-up

    Lineups

    NHL box score
    PHI
    Expected in goal
    S. Ersson
    back-to-back.852 last start
    Backup Dan Vladar · +13.8 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.

    NYR
    Expected in goal
    I. Shesterkin
    back-to-back.963 last start
    Backup Igor Shesterkin · +21.3 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
    PHI
    Owen Tippett19G 18A
    0.88 xG/60 · 2 HD · 12.1% sh
    Christian Dvorak12G 21A
    0.81 xG/60 · 3 HD · 11.2% sh
    NYR
    Adam Sykora3G 1A
    0.91 xG/60 · 0 HD · 20.0% sh
    Gabe Perreault8G 11A
    0.79 xG/60 · 2 HD · 13.1% sh
    Keep going

    Where to next