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

Rangers run the Capitals off the ice on the underlying numbers

The verdict · earned

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

WSH 1 · NYR 8
◆ By the ModelJul 12, 10:35 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

The Rangers' 8-1 demolition of Washington papered over a familiar pattern: exceptional underlying dominance paired with goaltending variance that inflated the final margin.

New York controlled 71% of expected goals (4.56–1.87) and 61% of shot attempts (33–21). The high-danger count went 7–2 in their favor. Those numbers all pointed toward a decisive Rangers victory—but not necessarily by seven goals.

What pushed it there was goaltending. C. Lindgren gave up 3.44 goals more than his xG suggested he should have, a collapse that transformed what looked like a 3–4 goal advantage into an 8–1 scoreline. I. Shesterkin did the inverse, beating his expected performance by 0.87. That's a four-goal swing at the crease—enough to explain the gap between "Rangers were better" and "Rangers ran the Capitals off the ice."

The quality-over-quantity edge was decisive. New York generated 0.066 expected goals per shot versus Washington's 0.041, meaning Rangers chances were more dangerous. They converted 4 of 7 high-danger attempts (57%). Two goals from low-danger areas—shots C. Lindgren should have stopped—went past him. Five of the Rangers' eight goals came off the rush on 32 attempts.

The power play was dominant: 2 goals on 13 shots and 1.45 expected goals. Rangers crashed the net relentlessly, generating 7 rebound chances and converting 2, a sign of relentless forward pressure.

The scoreline looked like systemic demolition. In a sense it was—Rangers were faster, crisper, and more dangerous with the puck. But the eight-goal margin owed as much to Lindgren's 0.758 save percentage as to structural superiority. Strip out the variance and New York still wins decisively. With it, they buried the Capitals.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Apr 5
WSH
1
NYR
8

Rangers run the Capitals off the ice on the underlying numbers

Chances 1.9 – 4.6Did they deserve it? →
Did they deserve it?

The Rangers earned this one.

Expected goals · chance value
WSH
1.87
NYR
4.56
29% of the chances71%

The board read WSH 1, NYR 8. The chances read WSH 1.9, NYR 4.6.

Our xG model · NHL play-by-play · all situations
Luck check
NYR
+3.4
goals above expected
NYR4.56 expected · 8 scored
Expected
Scored
WSH1.87 expected · 1 scored
Expected
Scored

The Rangers scored 3.4 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 00:23NYRC. Sheary0–1
  2. P1 13:45WSHC. McMichael1–1
  3. P2 03:07NYRJ. MillerPP1–2
  4. P2 05:53NYRW. Cuylle1–3
  5. P2 08:33NYRW. Cuylle1–4
  6. P2 13:22NYRA. Sykora1–5
  7. P2 18:27NYRA. FoxPP1–6
+2 more on the full breakdown
NHL play-by-play · chance value from our xG model
Where the shots came from
WSH
32 shots
1
Final
79 shots
NYR
47 shots
8
WSH attackNYR attack
WSH NYR Goal
32
shots · 1 in
47
shots · 8 in
Every unblocked shot · press play to replay it
Chances by danger
WSHNYR
0 / 2
0.40 xG
High danger
4 / 7
1.91 xG
1 / 7
0.75 xG
Medium
2 / 18
2.04 xG
0 / 37
0.71 xG
Low
2 / 44
0.61 xG

The Rangers buried 4 of 7 high-danger looks.

Danger tiers by our xG model · high ≥ 20% chance
In the net
B+
I. Shesterkin
+0.9
NYR · 20/21
F
C. Lindgren
−3.4
WSH · 25/33
The numbers, checked
BACKCHECK

Rangers run the Capitals off the ice on the underlying numbers

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 7–7
  1. 00:23NYRC. Sheary(T. Kartye, A. Fox)0–1
  2. 13:45WSHC. McMichael(T. Wilson, M. Fehérváry)1–1
2ndshots 7–16
  1. 03:07NYRJ. Millerpower play(M. Zibanejad, A. Fox)1–2
  2. 05:53NYRW. Cuylle(B. Schneider, J. Brodzinski)1–3
  3. 08:33NYRW. Cuylle(V. Trocheck, V. Gavrikov)1–4
  4. 13:22NYRA. Sykora(N. Laba, J. Chmelar)1–5
  5. 18:27NYRA. Foxpower play(M. Zibanejad, J. Miller)1–6
3rdshots 7–10
  1. 02:27NYRV. Trocheck1–7
  2. 19:28NYRW. Cuylle(M. Zibanejad, A. Lafrenière)1–8

score reads WSH–NYR

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

The numbers

XGBoost xG · NHL play-by-play
4.56
NYR chances
Goals their shots were worth
+3.4
Finishing
Goals above what those chances were worth
1.094
NYR puck luck
Above 1.000 — the bounces went their way
60.0%
Shot attempts
Over half — they had the puck more
Split by club

Who controlled the game

1.87Expected goals4.56
NYR 71% of the chance quality
21Shots on goal33
2High-danger chances7
46All attempts (Corsi)69
Adjusted for score: WSH 46% · NYR 54%
Faceoffs · NYR won70%off72%neu55%def
Source · NHL play-by-play · XGBoost xG
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WSH0 / 2 · 0.40 xG
NYR4 / 7 · 1.91 xG
Medium dangermid-range
WSH1 / 7 · 0.75 xG
NYR2 / 18 · 2.04 xG
Low dangerperimeter & point
WSH0 / 37 · 0.71 xG
NYR2 / 44 · 0.61 xG

NYR went 4-for-7 from high danger on 1.91 expected goals — 2.1 above expected.

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

Finishing vs expected

expectedactual
WSH
1 G · 1.87 xG · -0.9
NYR
8 G · 4.56 xG · +3.4
0123456789

WSH finished -0.9 against expected, NYR +3.4.

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

Shot diet

goalsshots
WSH
WRIST0/13
SNAP1/9
SLAP0/4
TIP IN0/1
BACKHAND0/3
DEFLECTED0/1
WRAP AROUND0/1
POKE0/0
OTHER0/14
NYR
WRIST2/14
SNAP4/18
SLAP0/3
TIP IN1/5
BACKHAND0/2
DEFLECTED1/3
WRAP AROUND0/1
POKE0/1
OTHER0/22
WSH
NYR
Off the rush
1 G on 21
1.40 xG
5 G on 32
3.15 xG
Off rebounds
0 G on 1
0.20 xG
2 G on 7
0.97 xG

Wrist shots carried the volume: WSH went 0-for-13, NYR 2-for-14. NYR scored 5 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. Lindgren
WSH · 25/33 · .758
-3.4
saved above expected
F
the night
By dangerG/attxGsaved
High danger4/71.9-2.1
Medium2/182.0+0.0
Low2/440.6-1.4

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

I. Shesterkin
NYR · 20/21 · .952
+0.9
saved above expected
B+
the night
By dangerG/attxGsaved
High danger0/20.4+0.4
Medium1/70.8-0.3
Low0/370.7+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

79 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
WSH
32 shots
1
Final
79 shots
NYR
47 shots
8
WSH attackNYR attack
WSH NYR Goal

Each club shoots toward its own end — WSH 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
0 G · 3 A · 2 SOG · 19:54 on ice · +1
A. Fox
#23 · D · NYR
1 G · 2 A · 1 SOG · 19:31 on ice · +1
W. Cuylle
#50 · L · NYR
3 G · 0 A · 6 SOG · 12:58 on ice · +3
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Sun, Apr 5
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 10:33 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 2.5-2.6 goal range with the Rangers at 51% win probability—about as genuine a coin flip as you'll find in the regular season.

Washington arrives hotter by pace, posting a 6-2-2 record in the last 10 games. Yet the underlying numbers suggest this game splits the difference. The Capitals own a 50.0% expected-goals share to New York's 48.0%, and both teams sit at 49.0% Corsi. What separates them is the PDO register: Washington's 1.018 signals unsustainable finishing luck, while New York's 1.009 suggests more stability ahead.

The back-to-back schedule complicates matters. J. Quick will face potential fatigue concerns, and L. Thompson enters the same question mark. Either could trigger a backup appearance, or both starters dig in. The team that stays fresher at the goaltending position likely tips the balance.

Washington's offensive firepower centers on Alex Ovechkin—19 goals on a 13.8% shooting rate and 0.97 expected goals per 60, with two high-danger markers attached. Anthony Beauvillier operates in complementary orbit, generating 0.89 xG/60 across 14 goals while shooting at 10.4%. If New York's defense can isolate Ovechkin and limit Beauvillier's space, the Capitals' attack loses coherence.

Adam Sykora and Gabe Perreault carry New York's upper tier. Sykora's 20.0% shooting rate masks a younger player getting favorable variance; his underlying rate of 0.91 xG/60 over just three goals frames him as one to watch if the bounces normalize. Perreault grounds the Rangers with steadier production: 8 goals on 0.79 xG/60, plus two high-danger finishes and a 13.1% shooting clip that sits more sustainable than Sykora's.

Both teams hover at 0% high-danger and rebound-goal rates, a structural red flag suggesting either elite shot prevention or incomplete data capture. Washington's defensive weak link is Declan Chisholm; New York's is Vincent Iorio. Whoever can minimize possession leakage through those channels preserves their goaltender's workload.

The structural picture: Washington plays with momentum and a marginal efficiency edge, while New York returns steadier underlying numbers and avoids the regression risk baked into the Capitals' PDO. A back-to-back goaltending situation adds noise neither model can cleanly parse. In a matchup this balanced, the team that doesn't beat itself wins.

What the model said beforehand

The model's lean

NYR 51%
51%
NYR
Model favorite
49%
51%
WSH50NYR

NYR by 2 points of win probability — effectively a coin flip. Projected score WSH 2.5–2.6 NYR; 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
WSH← edge
edge →NYR
50.0%48.0%
49.0%49.0%
2.622.26
2.622.40
2.181.88
1.791.90
1.0181.009

WSH holds 4 of 6 process categories — and the luck row (1.018 vs 1.009) says WSH has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · Last 10
WSH
6-2-2
+5 GD · 1d rest
NYR
4-5-1
+3 GD · 1d rest
1.018
WSH PDO
Luck gauge · drifts to 1.000
1.009
NYR PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Regression watch
  • The Capitals' PDO is 1.018 — running hot, expect some regression.
Things to watch
  • J. Quick is on a back-to-back — watch for a backup start or a tired starter.
  • L. Thompson is on a back-to-back — watch for a backup start or a tired starter.
  • The Capitals are the hotter team by points pace (6-2-2 in their last 10).
  • The Capitals' PDO is 1.018 — running hot, expect some regression.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
WSH
Expected in goal
L. Thompson
back-to-back.949 last start
Backup Logan Thompson · +29.3 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.

NYR
Expected in goal
J. Quick
back-to-back.970 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
WSH
Alex Ovechkin19G 17A
0.97 xG/60 · 2 HD · 13.8% sh
Anthony Beauvillier14G 9A
0.89 xG/60 · 2 HD · 10.4% 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

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