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

Rangers pull away from the Maple Leafs

The verdict · coin flip

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

TOR 2 · NYR 6
◆ By the ModelJul 12, 5:53 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

New York dominated the scoreboard (6-2) but the underlying numbers didn't. Toronto finished with a slight expected-goals edge—4.32 to 4.02—yet still lost decisively. The gap came down to conversion and goaltending.

I. Shesterkin dominated. He stopped 2.3 goals above his expected save rate, posting a 0.938 save percentage on 32 shots. J. Woll took the opposite path: 0.783 save percentage, 0.98 goals below expected on 23 shots. That four-goal swing in net effects explains most of the scoreline.

The Rangers were clinical where it mattered. They went 5 for 7 on high-danger chances—a 71% conversion rate that won't last—and got 4 goals off 29 rush chances. Toronto's rush game was nearly as efficient (2 on 27), but they couldn't finish in the danger areas. On eight high-danger chances, Toronto converted zero. They also crashed the net effectively, creating six rebound opportunities, but failed to bury any.

New York outperformed their expected goals by 1.98 and did it through finishing, not luck. Toronto underperformed theirs by 2.32—the mirror image of wasted quality. That inefficiency in a close underlying game is how a tight matchup becomes a rout.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Mar 5
TOR
2
NYR
6

Rangers pull away from the Maple Leafs

Chances 4.3 – 4.0Did they deserve it? →
Did they deserve it?

Dead even on chances. The Rangers took it anyway.

Expected goals · chance value
TOR
4.32
NYR
4.02
52% of the chances48%

The board read TOR 2, NYR 6. The chances read TOR 4.3, NYR 4.0.

Our xG model · NHL play-by-play · all situations
Luck check
NYR
+2.0
goals above expected
NYR4.02 expected · 6 scored
Expected
Scored
TOR4.32 expected · 2 scored
Expected
Scored

The Rangers scored 2.0 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 00:13TORM. Maccelli1–0
  2. P1 06:45NYRW. Cuylle1–1
  3. P2 05:27TORE. Cowan2–1
  4. P2 07:29NYRV. GavrikovPP2–2
  5. P3 05:38NYRA. Lafrenière2–3
  6. P3 10:27NYRJ. Chmelar2–4
  7. P3 11:19NYRM. Zibanejad2–5
+1 more on the full breakdown
NHL play-by-play · chance value from our xG model
Where the shots came from
TOR
45 shots
2
Final
82 shots
NYR
37 shots
6
TOR attackNYR attack
TOR NYR Goal
45
shots · 2 in
37
shots · 6 in
Every unblocked shot · press play to replay it
Chances by danger
TORNYR
0 / 8
1.86 xG
High danger
5 / 7
2.19 xG
1 / 16
1.97 xG
Medium
0 / 11
1.30 xG
1 / 30
0.48 xG
Low
1 / 46
0.53 xG

The Maple Leafs went 0 for 8 from the slot.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A
I. Shesterkin
+2.3
NYR · 30/32
D-
J. Woll
−1.0
TOR · 18/23
The numbers, checked
BACKCHECK

Rangers pull away from the Maple Leafs

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 10–4
  1. 00:13TORM. Maccelli(W. Nylander)1–0
  2. 06:45NYRW. Cuylle(B. Schneider)1–1
2ndshots 12–9
  1. 05:27TORE. Cowan(M. Knies, J. Tavares)2–1
  2. 07:29NYRV. Gavrikovpower play(T. Raddysh, J. Brodzinski)2–2
3rdshots 10–11
  1. 05:38NYRA. Lafrenière(M. Zibanejad)2–3
  2. 10:27NYRJ. Chmelar2–4
  3. 11:19NYRM. Zibanejad(A. Lafrenière, A. Fox)2–5
  4. 17:09NYRW. Cuylleempty net(A. Lafrenière, M. Zibanejad)2–6

score reads TOR–NYR

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

The numbers

XGBoost xG · NHL play-by-play
4.02
NYR chances
Goals their shots were worth
+2.0
Finishing
Goals above what those chances were worth
1.057
NYR puck luck
Above 1.000 — the bounces went their way
54.2%
Shot attempts
Over half — they had the puck more
Split by club

Who controlled the game

4.32Expected goals4.02
TOR 52% of the chance quality
32Shots on goal24
8High-danger chances7
54All attempts (Corsi)64
Adjusted for score: TOR 47% · NYR 53%
Faceoffs · NYR won43%off44%neu50%def
Source · NHL play-by-play · XGBoost xG
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TOR0 / 8 · 1.86 xG
NYR5 / 7 · 2.19 xG
Medium dangermid-range
TOR1 / 16 · 1.97 xG
NYR0 / 11 · 1.30 xG
Low dangerperimeter & point
TOR1 / 30 · 0.48 xG
NYR1 / 46 · 0.53 xG

NYR went 5-for-7 from high danger on 2.19 expected goals — 2.8 above expected.

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

Finishing vs expected

expectedactual
TOR
2 G · 4.32 xG · -2.3
NYR
6 G · 4.02 xG · +2.0
01234567

TOR finished -2.3 against expected, NYR +2.0.

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

Shot diet

goalsshots
TOR
WRIST2/34
TIP IN0/8
SNAP0/1
BACKHAND0/2
SLAP0/0
OTHER0/9
NYR
WRIST2/17
TIP IN2/7
SNAP1/5
BACKHAND0/3
SLAP1/5
OTHER0/27
TOR
NYR
Off the rush
2 G on 27
2.82 xG
4 G on 29
2.87 xG
Off rebounds
0 G on 6
1.14 xG
1 G on 2
0.36 xG

Wrist shots carried the volume: TOR went 2-for-34, NYR 2-for-17. 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
J. Woll
TOR · 18/23 · .783
-1.0
saved above expected
D-
the night
By dangerG/attxGsaved
High danger5/72.2-2.8
Medium0/111.3+1.3
Low1/460.5-0.5

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 · 30/32 · .938
+2.3
saved above expected
A
the night
By dangerG/attxGsaved
High danger0/81.9+1.9
Medium1/162.0+1.0
Low1/300.5-0.5

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

82 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
TOR
45 shots
2
Final
82 shots
NYR
37 shots
6
TOR attackNYR attack
TOR NYR Goal

Each club shoots toward its own end — TOR 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 · 2 A · 2 SOG · 21:12 on ice · +1
A. Lafrenière
#13 · L · NYR
1 G · 2 A · 3 SOG · 20:55 on ice · +1
W. Cuylle
#50 · L · NYR
2 G · 0 A · 5 SOG · 17:57 on ice · +3
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Thu, Mar 5
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 5:37 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 Toronto at 2.3 expected goals and New York at 2.6, with the Rangers favored at 55%. That's about as close to a toss-up as playoff hockey gets.

Both teams arrive playing ugly. The Rangers sit at minus-10 goal differential over their last 10 games; the Leafs are minus-13. Neither has momentum, which paradoxically makes the pick'em odds defensible. When two teams are equally mediocre in the short term, true talent differentials matter most—and the season-long sample separates these teams barely at all.

The Rangers' season edge is territorial. They've posted a 49.0% Corsi% and 48.0% expected goals share in 5v5 play, compared to Toronto's 45.0% Corsi% and 46.0% xG%. That's a meaningful difference in shot volume and quality—the Rangers control play in ways that compound over time. Their PDO sits at 1.009; Toronto's is 1.002. Neither team is running hot or cold from the puck-luck angle.

Auston Matthews at 1.10 expected goals per 60 minutes with 17 goals and a 10.6% shooting rate represents elite volume and elite finishing. John Tavares provides a secondary threat at 0.91 xG/60 with 15 goals and 12.4% shooting. That's a two-headed problem for New York's defense.

New York counters with Adam Sykora at 0.91 xG/60 and a 20.0% shooting rate on minimal volume (3 goals, 1 assist), and Gabe Perreault at 0.79 xG/60, 8 goals, 11 assists, 13.1% shooting. Sykora is a wild card—his shooting efficiency can't hold, but his underlying metrics suggest he belongs in this conversation. Perreault is the more reliable throughline: steady generation, above-average finishing.

The Rangers' territorial advantage combined with Toronto's recent slide creates a case for New York's 55% win probability. But the Leafs' star power layered over that pick'em spread could swing it back. The outcome lives within the margins of randomness that define close contests.

What the model said beforehand

The model's lean

NYR 55%
55%
NYR
Model favorite
45%
55%
TOR50NYR

NYR by 10 points of win probability — a modest lean. Projected score TOR 2.3–2.6 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
TOR← edge
edge →NYR
46.0%48.0%
45.0%49.0%
2.242.26
2.672.40
2.091.88
2.521.90
1.0021.009

NYR holds 5 of 6 process categories — and the luck row (1.002 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
TOR
3-6-1
-13 GD · 2d rest
NYR
2-6-2
-10 GD · 2d rest
1.002
TOR 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 Rangers drive Corsi at 49.0% — expect territorial tilt.
Things to watch
  • The Rangers drive Corsi at 49.0% — expect territorial tilt.
  • The Rangers are underwater at -10 goal differential over their last 10.
  • The Maple Leafs are underwater at -13 goal differential over their last 10.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
TOR
Expected in goal
A. Stolarz
2 days rest.920 last start
Backup Joseph Woll · -6.6 GSAx this season

No completed game on file for this club yet.

NYR
Expected in goal
I. Shesterkin
2 days rest.828 last start
Backup Igor Shesterkin · +21.3 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
TOR
Auston Matthews17G 13A
1.10 xG/60 · 1 HD · 10.6% sh
John Tavares15G 24A
0.91 xG/60 · 3 HD · 12.4% 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

Where to next