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

Senators pull away from the Rangers

The verdict · earned

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

OTT 8 · NYR 4
◆ By the ModelJul 12, 1:17 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

Ottawa outscored New York by four goals, but their net advantage was even more lopsided: both teams dramatically outperformed their expected goals, with the Senators' overperformance nearly triple the Rangers'. The Senators overperformed their xG by 4.49 goals; the Rangers by just 1.62.

The underlying dominance supported the 8–4 result. Ottawa controlled 60% of expected goals (3.51–2.38 in their favor) while out-attempting New York 30–22 on shot attempts. The high-danger zone told a similar story: Ottawa generated five chances, New York four. Both teams found the net from everywhere else—Ottawa scored five low-danger goals, while New York's efficiency on the rush (four goals on seventeen chances) kept the margin from widening further.

The goaltending collapse accelerated the divergence. L. Meriläinen (Ottawa) saved 18 of 22 shots (0.818 SV%), allowing 1.62 more goals than expected. J. Quick (New York) was worse, surrendering 11 of 17 (0.647 SV%), 3.94 goals worse than projected.

Tim Stützle's wrist shot from the high slot in the third period proved the pivot point, though the Senators had already built substantial momentum.

Ottawa's three-star performers reflected the balanced attack:

  • B. Tkachuk — 1G, 3A
  • R. Greig — 3A
  • D. Cozens — 1G, 2A

The scoreline alone looked one-sided. The variance underneath—elite finishing from the Senators, routine misses from the Rangers—revealed how much luck broke Ottawa's way.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Jan 14
OTT
8
NYR
4

Senators pull away from the Rangers

Chances 3.5 – 2.4Did they deserve it? →
Did they deserve it?

The Senators earned this one.

Expected goals · chance value
OTT
3.51
NYR
2.38
60% of the chances40%

The board read OTT 8, NYR 4. The chances read OTT 3.5, NYR 2.4.

Our xG model · NHL play-by-play · all situations
Luck check
OTT
+4.5
goals above expected
OTT3.51 expected · 8 scored
Expected
Scored
NYR2.38 expected · 4 scored
Expected
Scored

The Senators scored 4.5 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 02:18OTTD. BathersonPP1–0
  2. P1 04:53OTTN. Jensen2–0
  3. P1 15:01OTTB. Tkachuk3–0
  4. P1 19:54OTTD. Cozens4–0
  5. P2 05:57OTTJ. Sanderson5–0
  6. P2 12:23OTTT. Chabot6–0
  7. P2 18:55NYRG. Perreault6–1
+5 more on the full breakdown
NHL play-by-play · chance value from our xG model
Where the shots came from
OTT
42 shots
8
Final
73 shots
NYR
31 shots
4
OTT attackNYR attack
OTT NYR Goal
42
shots · 8 in
31
shots · 4 in
Every unblocked shot · press play to replay it
Chances by danger
OTTNYR
2 / 4
1.42 xG
High danger
2 / 5
1.21 xG
1 / 15
1.59 xG
Medium
1 / 7
0.84 xG
5 / 44
0.50 xG
Low
1 / 35
0.33 xG

The Senators buried 2 of 4 high-danger looks.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A+
S. Martin
+2.5
NYR · 11/12
F
L. Meriläinen
−1.6
OTT · 18/22
+1 more on the full breakdown
The numbers, checked
BACKCHECK

Senators pull away from the Rangers

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 14–6
  1. 02:18OTTD. Bathersonpower play(D. Cozens, B. Tkachuk)1–0
  2. 04:53OTTN. Jensen(R. Greig, D. Cozens)2–0
  3. 15:01OTTB. Tkachuk(R. Greig, N. Jensen)3–0
  4. 19:54OTTD. Cozens(R. Greig, B. Tkachuk)4–0
2ndshots 6–6
  1. 05:57OTTJ. Sanderson(A. Zub, N. Cousins)5–0
  2. 12:23OTTT. Chabot(N. Cousins, D. Perron)6–0
  3. 18:55NYRG. Perreault(J. Miller, M. Zibanejad)6–1
3rdshots 10–10
  1. 05:26NYRG. Perreault(M. Zibanejad, J. Miller)6–2
  2. 08:20OTTD. Perron7–2
  3. 10:44NYRN. Labapower play(A. Lafrenière, S. Morrow)7–3
  4. 15:58NYRA. Lafrenière(A. Panarin, C. Soucy)7–4
  5. 19:11OTTT. Stützleempty net(B. Tkachuk, J. Sanderson)8–4

score reads OTT–NYR

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

The numbers

XGBoost xG · NHL play-by-play
3.51
OTT chances
Goals their shots were worth
+4.5
Finishing
Goals above what those chances were worth
1.042
OTT puck luck
Above 1.000 — the bounces went their way
57.3%
Shot attempts
Over half — they had the puck more
Split by club

Who controlled the game

3.51Expected goals2.38
OTT 60% of the chance quality
30Shots on goal22
4High-danger chances5
63All attempts (Corsi)47
Adjusted for score: OTT 50% · NYR 50%
Faceoffs · NYR won82%off50%neu69%def
Source · NHL play-by-play · XGBoost xG
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
OTT2 / 4 · 1.42 xG
NYR2 / 5 · 1.21 xG
Medium dangermid-range
OTT1 / 15 · 1.59 xG
NYR1 / 7 · 0.84 xG
Low dangerperimeter & point
OTT5 / 44 · 0.50 xG
NYR1 / 35 · 0.33 xG

OTT went 5-for-44 from low danger on 0.50 expected goals — 4.5 above expected.

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

Finishing vs expected

expectedactual
OTT
8 G · 3.51 xG · +4.5
NYR
4 G · 2.38 xG · +1.6
0123456789

OTT finished +4.5 against expected, NYR +1.6.

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

Shot diet

goalsshots
OTT
WRIST4/23
SNAP2/11
SLAP2/5
TIP IN0/1
BACKHAND0/1
DEFLECTED0/1
BAT0/0
OTHER0/21
NYR
WRIST1/16
SNAP0/6
SLAP0/1
TIP IN1/3
BACKHAND2/3
DEFLECTED0/1
BAT0/1
OTHER0/16
OTT
NYR
Off the rush
5 G on 24
2.43 xG
4 G on 17
1.81 xG
Off rebounds
1 G on 3
0.56 xG
0 G on 2
0.21 xG

Wrist shots carried the volume: OTT went 4-for-23, NYR 1-for-16. OTT 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
L. Meriläinen
OTT · 18/22 · .818
-1.6
saved above expected
F
the night
By dangerG/attxGsaved
High danger2/51.2-0.8
Medium1/70.8-0.2
Low1/350.3-0.7

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

J. Quick
NYR · 11/17 · .647
-2.5
saved above expected
F
the night
By dangerG/attxGsaved
High danger2/41.4-0.6
Medium1/151.6+0.6
Low5/440.5-4.5

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

S. Martin
NYR · 11/12 · .917
+2.5
saved above expected
A+
the night
By dangerG/attxGsaved
High danger2/41.4-0.6
Medium1/151.6+0.6
Low5/440.5-4.5

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

73 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
OTT
42 shots
8
Final
73 shots
NYR
31 shots
4
OTT attackNYR attack
OTT NYR Goal

Each club shoots toward its own end — OTT 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
B. Tkachuk
#7 · L · OTT
1 G · 3 A · 6 SOG · 13:17 on ice · +3
R. Greig
#71 · C · OTT
0 G · 3 A · 0 SOG · 16:35 on ice · +2
D. Cozens
#24 · C · OTT
1 G · 2 A · 4 SOG · 13:30 on ice · +2
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Wed, Jan 14
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 12:39 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 2.5-2.3 game with the Senators at 54% win probability. This is about as close to a pick'em as you'll find.

Both teams are sliding. The Rangers are minus-13 in goal differential over their last 10 games; the Senators are minus-10. That symmetry suggests neither has an obvious structural advantage.

But the underlying play diverges sharply. Ottawa dominates in expected goals at 5v5—56.0% xG% to New York's 48.0%—and controls territory at 53.0% Corsi% versus 49.0%. These aren't marginal edges. The Senators create better chances and win more puck battles.

New York's offset is rest. The Rangers arrive on one day of recovery; the Senators on three. That gap compresses if J. Quick doesn't start or plays fatigued off a back-to-back.

On the scoresheet, watch Brady Tkachuk set the tone. At 1.19 expected goals per 60 with 11 goals and 20 assists, his 2 high-danger goals on a 7.5% shooting rate suggests conversion room. Dylan Cozens operates in tandem at 1.00 xG/60 with 13 goals, 15 assists, and 1 high-danger goal on 9.5% shooting—a rate that's elevated but anchored.

New York leans on variance. Adam Sykora owns just 3 goals but carries a 20.0% shooting rate on 0.91 xG/60, a profile where luck must sustain. Gabe Perreault is steadier: 0.79 xG/60 with 8 goals, 11 assists, 2 high-danger goals, and 13.1% shooting that reflects genuine two-way contribution.

The Rangers' PDO sits at 1.009, signaling overperformance; Ottawa's 0.993 PDO indicates no hidden conversion edge. That variance gap matters if the game tightens.

Nick Jensen is Ottawa's defensive weak point; Vincent Iorio is New York's. Neither opens an obvious lane, but both warrant scrutiny if either offense activates its remaining chances.

In a contest this balanced, rest and goaltending whims determine the margin. The Senators own the underlying play, but New York has recovery and shooting variance on its side. That's why the model can't decisively separate them.

What the model said beforehand

The model's lean

OTT 54%
54%
OTT
Model favorite
54%
46%
OTT50NYR

OTT by 8 points of win probability — a modest lean. Projected score OTT 2.5–2.3 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
OTT← edge
edge →NYR
56.0%48.0%
53.0%49.0%
2.662.26
2.122.40
2.181.88
1.991.90
0.9931.009

OTT holds 5 of 6 process categories — and the luck row (0.993 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
OTT
3-6-1
-10 GD · 3d rest
NYR
2-6-2
-13 GD · 1d rest
0.993
OTT 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 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.
  • J. Quick is on a back-to-back — watch for a backup start or a tired starter.
  • The Rangers are underwater at -13 goal differential over their last 10.
  • The Senators are underwater at -10 goal differential over their last 10.
  • The Senators have 2 more days of rest.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
OTT
Expected in goal
L. Meriläinen
3 days rest.857 last start
Backup Linus Ullmark · -12.8 GSAx this season

No completed game on file for this club yet.

NYR
Expected in goal
J. Quick
back-to-back.893 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
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
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