Backcheck
Recap · TOR at NYR

Rangers pull away from the Maple Leafs

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

By the ModelJul 12, 5:53 AMxG: xgboost-0.758Edited for clarity
Away
TOR
Toronto Maple Leafs
2
Home
NYR
New York Rangers
6
FINAL
Process vs result

The underlying story

4.32Expected goals4.02
52% share for the better side
32Shot attempts (SOG)24
8High-danger chances7
54Corsi (all attempts)64
Score-adjusted: 47% / 53%
Source · NHL play-by-play · XGBoost xG

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.

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
Goalies · GSAx (goals saved above expected)
J. WollTOR
-1.0
I. ShesterkinNYR
+2.3

TOR finished -2.3 against expected, NYR +2.0 — I. Shesterkin (NYR) saved 2.3 goals above expected.

Source · Backcheck xG model
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
Three stars · computed, not voted
M. Zibanejad
#93 · C · NYR
1 G · 2 A · 2 SOG · 21:12 TOI · +1
A. Lafrenière
#13 · L · NYR
1 G · 2 A · 3 SOG · 20:55 TOI · +1
W. Cuylle
#50 · L · NYR
2 G · 0 A · 5 SOG · 17:57 TOI · +3
Ranked from the box score — points first · Backcheck
What the model flagged
  • I. Shesterkin (NYR) stopped 2.3 goals above expected.
  • Open game — 15 high-danger chances combined (NYR 7, TOR 8).
  • NYR was clinical in the high-danger zone — 5/7 on HD chances (71%).
  • TOR couldn't convert — 0/8 on high-danger chances. That won't happen often.
  • NYR was lethal off the rush — 4 goals on 29 rush chances.
  • TOR was lethal off the rush — 2 goals on 27 rush chances.
  • TOR created 6 rebound opportunities (0 converted) — crashing the net effectively.
  • NYR outperformed their expected goals by 2.0 — elite finishing or lucky bounces.
  • TOR underperformed xG by 2.3 — wasted quality chances.
  • I. Shesterkin (NYR) saved 2.3 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · TOR at NYR · 7:00 PM ET

Maple Leafs at Rangers: a genuine coin flip

By the ModelJul 12, 5:37 AMEdited for clarity
Win probability

The model's lean

55%
NYR
Model favorite
45%
55%
TOR50NYR

NYR by 10 points of win probability — a modest lean. Projected score TOR 2.32.6 NYR; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season profile · edge from the spine

Tale of the tape

TOR← edge
edge →NYR
46.0%5v5 xG%48.0%
45.0%Corsi%49.0%
2.24xGF / 602.26
2.67xGA / 602.40
2.09Goals for / gm1.88
2.52Goals against / gm1.90
1.002PDO — luck, not skill1.009

NYR holds 5 of 6 process categories — and PDO (1.002 vs 1.009) says NYR has run hotter.

Source · MoneyPuck season tables · 5v5

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.

Computed danger · scouting

Players to watch

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
Source · MoneyPuck skaters