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

Rangers run the Senators off the ice on the underlying numbers

The verdict · earned

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

NYR 4 · OTT 2
◆ By the ModelJul 11, 7:00 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 beat the Senators 4-2, but the Senators held 49% of shot attempts. The gap opened in quality, not volume: New York controlled 62% of expected goals and dominated the dangerous opportunities. Rangers generated 11 high-danger chances; the Senators managed five.

Shesterkin stopped 1.43 goals above expected, a mark earned by facing cleaner attempts than Meriläinen despite similar shot volume. Meriläinen saved 2.66 above expected, though playing in front of heavier traffic. When a goalie's variance exceeds his counterpart's despite losing, the underlying play reveals the gap.

The Senators' collapse was singular: five high-danger chances, zero conversions. That efficiency rate doesn't persist. The Rangers, meanwhile, scored across the quality spectrum—low-danger, high-danger, everywhere—the kind of opportunism that seals dominant performances.

Both teams underperformed their expected goals. The Rangers shortchanged themselves by 1.66; Ottawa by 1.43. That mutual inefficiency masked how thoroughly New York controlled the game's architecture.

Where Ottawa found footing: the rush game yielded two goals on 28 chances. The Rangers answered with four on 26 attempts, an efficiency that mirrored their night-long advantage in decision-making and execution. Neither team converted rebound opportunities, but the Rangers' dominant play elsewhere rendered that immaterial.

Three Stars

  • #8 J. Miller (NYR) — 3A in 20:56
  • #85 J. Sanderson (OTT) — 2A in 27:30
  • #19 D. Batherson (OTT) — 1G, 1A in 23:05
The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Dec 4
NYR
4
OTT
2

Rangers run the Senators off the ice on the underlying numbers

Chances 5.7 – 3.4Did they deserve it? →
Did they deserve it?

The Rangers earned this one.

Expected goals · chance value
NYR
5.66
OTT
3.43
62% of the chances38%

The board read NYR 4, OTT 2. The chances read NYR 5.7, OTT 3.4.

Our xG model · NHL play-by-play · all situations
Luck check
NYR
−1.7
goals above expected
NYR5.66 expected · 4 scored
Expected
Scored
OTT3.43 expected · 2 scored
Expected
Scored

Both sides finished close to what their chances were worth. This one was earned on the ice.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 03:19NYRM. Zibanejad1–0
  2. P1 09:45NYRV. Gavrikov2–0
  3. P1 18:30OTTD. CozensPP2–1
  4. P2 07:24NYRW. Borgen3–1
  5. P3 13:08OTTD. BathersonPP3–2
  6. P3 19:16NYRA. PanarinEN4–2
NHL play-by-play · chance value from our xG model
Where the shots came from
NYR
40 shots
4
Final
83 shots
OTT
43 shots
2
NYR attackOTT attack
NYR OTT Goal
40
shots · 4 in
43
shots · 2 in
Every unblocked shot · press play to replay it
Chances by danger
NYROTT
1 / 11
4.15 xG
High danger
0 / 5
1.05 xG
1 / 8
0.85 xG
Medium
1 / 14
1.69 xG
2 / 40
0.67 xG
Low
1 / 38
0.69 xG

The Senators went 0 for 5 from the slot.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A+
L. Meriläinen
+2.7
OTT · 24/27
B+
I. Shesterkin
+1.4
NYR · 25/27
The numbers, checked
BACKCHECK

Rangers run the Senators 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 9–11
  1. 03:19NYRM. Zibanejad(J. Miller, A. Panarin)1–0
  2. 09:45NYRV. Gavrikov(B. Schneider, J. Miller)2–0
  3. 18:30OTTD. Cozenspower play(D. Batherson, J. Sanderson)2–1
2ndshots 13–7
  1. 07:24NYRW. Borgen(C. Soucy, J. Brodzinski)3–1
3rdshots 6–9
  1. 13:08OTTD. Bathersonpower play(B. Tkachuk, J. Sanderson)3–2
  2. 19:16NYRA. Panarinempty net(J. Miller, V. Trocheck)4–2

score reads NYR–OTT

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

The numbers

XGBoost xG · NHL play-by-play
5.66
NYR chances
Goals their shots were worth
−1.7
Finishing
Goals below what those chances were worth
1.033
NYR puck luck
Above 1.000 — the bounces went their way
50.9%
Shot attempts
Over half — they had the puck more
Split by club

Who controlled the game

5.66Expected goals3.43
NYR 62% of the chance quality
28Shots on goal27
11High-danger chances5
59All attempts (Corsi)57
Adjusted for score: NYR 45% · OTT 55%
Faceoffs · OTT won67%off31%neu40%def
Source · NHL play-by-play · XGBoost xG
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
NYR1 / 11 · 4.15 xG
OTT0 / 5 · 1.05 xG
Medium dangermid-range
NYR1 / 8 · 0.85 xG
OTT1 / 14 · 1.69 xG
Low dangerperimeter & point
NYR2 / 40 · 0.67 xG
OTT1 / 38 · 0.69 xG

NYR went 1-for-11 from high danger on 4.15 expected goals — 3.2 left on the table.

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

Finishing vs expected

expectedactual
NYR
4 G · 5.66 xG · -1.7
OTT
2 G · 3.43 xG · -1.4
0123456

NYR finished -1.7 against expected, OTT -1.4.

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

Shot diet

goalsshots
NYR
WRIST2/21
TIP IN0/6
SLAP0/4
BACKHAND0/4
SNAP2/4
WRAP AROUND0/1
DEFLECTED0/0
OTHER0/19
OTT
WRIST1/29
TIP IN0/7
SLAP0/4
BACKHAND0/1
SNAP0/1
WRAP AROUND0/0
DEFLECTED1/1
OTHER0/14
NYR
OTT
Off the rush
4 G on 26
3.36 xG
2 G on 28
2.14 xG
Off rebounds
0 G on 4
0.54 xG
0 G on 5
0.75 xG

Wrist shots carried the volume: NYR went 2-for-21, OTT 1-for-29. NYR 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
I. Shesterkin
NYR · 25/27 · .926
+1.4
saved above expected
B+
the night
By dangerG/attxGsaved
High danger0/51.1+1.1
Medium1/141.7+0.7
Low1/380.7-0.3

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

L. Meriläinen
OTT · 24/27 · .889
+2.7
saved above expected
A+
the night
By dangerG/attxGsaved
High danger1/114.2+3.1
Medium1/80.8-0.1
Low2/400.7-1.3

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

83 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
NYR
40 shots
4
Final
83 shots
OTT
43 shots
2
NYR attackOTT attack
NYR OTT Goal

Each club shoots toward its own end — NYR left, OTT 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
J. Miller
#8 · C · NYR
0 G · 3 A · 1 SOG · 20:56 on ice · +3
J. Sanderson
#85 · D · OTT
0 G · 2 A · 2 SOG · 27:30 on ice · -2
D. Batherson
#19 · R · OTT
1 G · 1 A · 4 SOG · 23:05 on ice · -2
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Thu, Dec 4
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 11, 6:49 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 Ottawa winning this one 58% of the time, with a projected final of 2.2–2.7. The Senators' edge lives in the underlying play: they control possession, shot quality, and territory in ways the Rangers cannot match.

Ottawa generates 56.0% of 5v5 expected goals to New York's 48.0%, a margin that reflects sustained offensive pressure and permissive Rangers defense. They dominate Corsi at 53.0%, spending the night in New York's end. The Rangers' PDO of 1.009 sits well above neutral, a sign of unsustainable shooting luck; Ottawa's 0.993 suggests upside if that variance corrects.

Brady Tkachuk (1.19 xG/60, 11G 20A, 2 HD goals, 7.5% shooting) is Ottawa's difference-maker, generating consistent danger in prime areas. Dylan Cozens (1.00 xG/60, 13G 15A, 1 HD goals, 9.5% shooting) compounds it with volume. New York answers with Adam Sykora (0.91 xG/60, 3G 1A, 20.0% shooting), though his 20% shooting rate masks a lean underlying game in a hostile possession battle. Gabe Perreault (0.79 xG/60, 8G 11A, 2 HD goals, 13.1% shooting) offers secondary punch but trails the Ottawa creators in shot generation.

Both teams recorded zero hard-area goals and zero rebound goals this season. Vincent Iorio is the Rangers' defensive weak link; Nick Jensen occupies the same spot for Ottawa.

The model's lean on Ottawa reflects what the data shows: territorial dominance, superior shot quality, and personnel advantage. New York's PDO offers a path—unsustainably high conversion carries games—but the underlying play tilts decisively north.

Data: MoneyPuck 5v5 models, NHL API

What the model said beforehand

The model's lean

OTT 58%
58%
OTT
Model favorite
42%
58%
NYR50OTT

OTT by 16 points of win probability — a clear lean. Projected score NYR 2.2–2.7 OTT; 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
NYR← edge
edge →OTT
48.0%56.0%
49.0%53.0%
2.262.66
2.402.12
1.882.18
1.901.99
1.0090.993

OTT holds 5 of 6 process categories — and the luck row (1.009 vs 0.993) says NYR has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · No games yet
NYR
0-0-0
+0 GD · 0d rest
OTT
0-0-0
+0 GD · 0d rest
1.009
NYR PDO
Luck gauge · drifts to 1.000
0.993
OTT PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Where the edges live
  • The Senators own the underlying play — 56.0% 5v5 xG vs 48.0%.
  • The Senators drive Corsi at 53.0% — expect territorial tilt.
Things to watch
  • The Senators own the underlying play — 56.0% 5v5 xG vs 48.0%.
  • The Senators drive Corsi at 53.0% — expect territorial tilt.
Computed danger · scouting

Players to watch

NHL stats API · our xG
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
OTT
Brady Tkachuk11G 20A
1.19 xG/60 · 2 HD · 7.5% sh
Dylan Cozens13G 15A
1.00 xG/60 · 1 HD · 9.5% sh
Keep going

Where to next