Motion-blurred skater in a Washington Capitals sweater
Breakdown · NYI at WSH

C. Stevenson stands tall as the Capitals edge the Islanders

The verdict · coin flip

The Capitals won a genuine coin flip — neither side controlled the run of play.

NYI 1 · WSH 4
◆ By the ModelJul 12, 3:44 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 Capitals' 4-1 win obscures a competitive game underneath: expected goals were 4.13–3.98, a near-perfect split. The Islanders' one-goal output on nearly four expected goals is where the scoreboard diverged—they underperformed their xG by 2.98 goals, a chasm that explains why underlying play didn't predict the final margin.

C. Stevenson (WSH) was the difference maker. He stopped 29 of 30 shots (0.967 SV%), notching 2.98 goals above expected—a performance that transforms competitive hockey into a rout. On high-danger chances, Stevenson was perfect: 7 saves on 7, an impenetrable wall when it mattered most.

The game reflected a familiar pattern: quantity isn't quality. The Capitals held 46% of shot attempts (25–30 on goal), but their shots carried more weight. WSH generated 0.086 expected goals per shot; the Islanders managed 0.054. That gap compounds when a goalie gets hot.

The Islanders' offensive frustration crystallized in the high-danger zone. They generated 7 prime chances and converted none—a rarity that will haunt the postgame review. WSH punished efficiency in transition instead, converting 2 rush goals on 22 rush chances, a lethal ratio off the skate.

John Carlson's snap shot from the doorstep at 17:35 in the third period served as the inflection point, a moment when the Capitals shifted from controlling play to controlling destiny.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Feb 2
NYI
1
WSH
4

C. Stevenson stands tall as the Capitals edge the Islanders

Chances 4.0 – 4.1Did they deserve it? →
Did they deserve it?

Dead even on chances. The Capitals took it anyway.

Expected goals · chance value
NYI
3.98
WSH
4.13
49% of the chances51%

The board read NYI 1, WSH 4. The chances read NYI 4.0, WSH 4.1.

Our xG model · NHL play-by-play · all situations
Luck check
WSH
−0.1
goals above expected
WSH4.13 expected · 4 scored
Expected
Scored
NYI3.98 expected · 1 scored
Expected
Scored

The Islanders left 3.0 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 16:38NYIM. Barzal1–0
  2. P2 05:29WSHM. Fehérváry1–1
  3. P2 06:00WSHA. Beauvillier1–2
  4. P3 08:46WSHN. Dowd1–3
  5. P3 17:35WSHJ. CarlsonEN1–4
NHL play-by-play · chance value from our xG model
Where the shots came from
NYI
50 shots
1
Final
85 shots
WSH
35 shots
4
NYI attackWSH attack
NYI WSH Goal
50
shots · 1 in
35
shots · 4 in
Every unblocked shot · press play to replay it
Chances by danger
NYIWSH
0 / 7
1.62 xG
High danger
1 / 7
2.30 xG
1 / 15
1.60 xG
Medium
2 / 14
1.40 xG
0 / 51
0.75 xG
Low
1 / 27
0.44 xG

The Islanders went 0 for 7 from the slot.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A+
C. Stevenson
+3.0
WSH · 29/30
B+
D. Rittich
+1.1
NYI · 21/24
The numbers, checked
BACKCHECK

C. Stevenson stands tall as the Capitals edge the Islanders

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 12–6
  1. 16:38NYIM. Barzal1–0
2ndshots 9–8
  1. 05:29WSHM. Fehérváry(T. Wilson, N. Dowd)1–1
  2. 06:00WSHA. Beauvillier(M. Roy, A. Ovechkin)1–2
3rdshots 9–11
  1. 08:46WSHN. Dowd(R. Sandin, E. Frank)1–3
  2. 17:35WSHJ. Carlsonempty net(A. Protas)1–4

score reads NYI–WSH

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

The numbers

XGBoost xG · NHL play-by-play
4.13
WSH chances
Goals their shots were worth
−0.1
Finishing
Goals below what those chances were worth
1.070
WSH puck luck
Above 1.000 — the bounces went their way
39.7%
Shot attempts
Under half — they were outshot
Split by club

Who controlled the game

3.98Expected goals4.13
WSH 51% of the chance quality
30Shots on goal25
7High-danger chances7
73All attempts (Corsi)48
Adjusted for score: NYI 63% · WSH 37%
Faceoffs · WSH won38%off33%neu71%def
Source · NHL play-by-play · XGBoost xG
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
NYI0 / 7 · 1.62 xG
WSH1 / 7 · 2.30 xG
Medium dangermid-range
NYI1 / 15 · 1.60 xG
WSH2 / 14 · 1.40 xG
Low dangerperimeter & point
NYI0 / 51 · 0.75 xG
WSH1 / 27 · 0.44 xG

NYI went 0-for-7 from high danger on 1.62 expected goals — 1.6 left on the table.

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

Finishing vs expected

expectedactual
NYI
1 G · 3.98 xG · -3.0
WSH
4 G · 4.13 xG · -0.1
012345

NYI finished -3.0 against expected, WSH -0.1.

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

Shot diet

goalsshots
NYI
SNAP0/28
SLAP0/7
WRIST1/5
BACKHAND0/5
TIP IN0/3
DEFLECTED0/2
WRAP AROUND0/0
POKE0/0
OTHER0/23
WSH
SNAP3/16
SLAP0/4
WRIST0/5
BACKHAND0/3
TIP IN0/3
DEFLECTED0/2
WRAP AROUND1/1
POKE0/1
OTHER0/13
NYI
WSH
Off the rush
1 G on 31
2.86 xG
2 G on 22
2.46 xG
Off rebounds
0 G on 6
0.77 xG
0 G on 3
0.42 xG

Snap shots carried the volume: NYI went 0-for-28, WSH 3-for-16. WSH 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
D. Rittich
NYI · 21/24 · .875
+1.1
saved above expected
B+
the night
By dangerG/attxGsaved
High danger1/72.3+1.3
Medium2/141.4-0.6
Low1/270.4-0.6

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

C. Stevenson
WSH · 29/30 · .967
+3.0
saved above expected
A+
the night
By dangerG/attxGsaved
High danger0/71.6+1.6
Medium1/151.6+0.6
Low0/510.8+0.8

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

85 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
NYI
50 shots
1
Final
85 shots
WSH
35 shots
4
NYI attackWSH attack
NYI WSH Goal

Each club shoots toward its own end — NYI left, WSH 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
N. Dowd
#26 · C · WSH
1 G · 1 A · 1 SOG · 14:24 on ice · +1
J. Carlson
#74 · D · WSH
1 G · 0 A · 1 SOG · 21:36 on ice · +2
M. Roy
#3 · D · WSH
0 G · 1 A · 2 SOG · 19:23 on ice
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Mon, Feb 2
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 3:43 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 gives Washington a 54% edge with a projected scoring range of 2.5 to 2.8 goals, making this as close to a toss-up as hockey gets.

The Capitals are minus-8 in goal differential over their last 10, a concerning drift for a team favored to win.

At 5v5, the teams are nearly matched in possession at 49.0% Corsi% apiece, though Washington edges New York in expected goals: 50.0% xG% to 48.0%.

The Capitals' PDO of 1.018 betrays a team running hot—riding unsustainable shooting and goaltending luck—while the Islanders' 0.993 sits neutral. Expect regression from Washington.

I. Sorokin faces a back-to-back; watch for a backup or a tired starter in goal.

Anders Lee drives at 1.20 xG/60 with 9 goals and 20 assists, though his 6.4% shooting rate leaves room for goal growth once luck normalizes. Bo Horvat adds 18 goals on elite 12.8% shooting, including three high-danger goals.

Alex Ovechkin anchors Washington at 0.97 xG/60 with 19 goals and 17 assists on 13.8% shooting—a strong rate, though not elite for him. Anthony Beauvillier contributes 14 goals and 10.4% shooting, including two high-danger goals.

Alexander Romanov is New York's defensive liability. Declan Chisholm carries the same burden for Washington.

What the model said beforehand

The model's lean

WSH 54%
54%
WSH
Model favorite
46%
54%
NYI50WSH

WSH by 8 points of win probability — a modest lean. Projected score NYI 2.5–2.8 WSH; 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
NYI← edge
edge →WSH
48.0%50.0%
49.0%49.0%
2.482.62
2.692.62
1.782.18
1.941.79
0.9931.018

WSH holds 6 of 6 process categories — and the luck row (0.993 vs 1.018) says WSH has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · Last 10
NYI
5-5-0
-2 GD · 1d rest
WSH
4-5-1
-8 GD · 2d rest
0.993
NYI PDO
Luck gauge · drifts to 1.000
1.018
WSH 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
  • I. Sorokin is on a back-to-back — watch for a backup start or a tired starter.
  • The Capitals are underwater at -8 goal differential over 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
NYI
Expected in goal
I. Sorokin
back-to-back.905 last start
Backup Ilya Sorokin · +25.3 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.

WSH
Expected in goal
C. Stevenson
2 days rest.864 last start
Backup Logan Thompson · +29.3 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
NYI
Anders Lee9G 20A
1.20 xG/60 · 2 HD · 6.4% sh
Bo Horvat18G 10A
0.87 xG/60 · 3 HD · 12.8% sh
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
Keep going

Where to next