Backcheck
Recap · NYI at EDM

Islanders shut out the Oilers, 1-0

The Islanders stole one. They lost the expected-goals battle 4.08–6.04 and won anyway.

By the ModelJul 12, 12:59 AMxG: xgboost-0.758Edited for clarity
Away
NYI
New York Islanders
1
Home
EDM
Edmonton Oilers
0
FINAL
Process vs result

The underlying story

4.08Expected goals6.04
60% share for the better side
18Shot attempts (SOG)35
7High-danger chances9
43Corsi (all attempts)75
Score-adjusted: 36% / 64%
Source · NHL play-by-play · XGBoost xG

The Islanders won 1-0 despite ceding 60% of expected goals to Edmonton (6.04–4.08). The Oilers also held 66% of shot attempts at 35–18. They lost anyway. This was a heist.

I. Sorokin (NYI) stopped all 35 shots, posting a 1.000 SV% and +6.04 against expected. He was perfect on high-danger chances. The Oilers couldn't convert theirs: 0 for 9 on high-danger attempts. The Islanders went 0 for 7. When both teams miss their looks, goaltending decides.

Edmonton generated quality elsewhere. The Oilers created 7 rebound opportunities and converted zero. New York created 3 and converted none. At 13:42 of the third period, Anthony Duclair's snap shot from the high slot ended the game. It was the only goal the Islanders needed.

C. Ingram (EDM) was solid at 17 for 18 (0.944 SV%, +3.08 above expected), but the volume worked against him. Edmonton owned nearly every metric—shot attempts, expected goals, high-danger chances—and had nothing to show for it. The Islanders stole this one.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
NYI0 / 7 · 2.54 xG
EDM0 / 9 · 2.40 xG
Medium dangermid-range
NYI1 / 8 · 0.97 xG
EDM0 / 28 · 3.05 xG
Low dangerperimeter & point
NYI0 / 28 · 0.58 xG
EDM0 / 38 · 0.59 xG

EDM went 0-for-28 from medium danger on 3.05 expected goals — 3.0 left on the table.

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

Finishing vs expected

expectedactual
NYI
1 G · 4.08 xG · -3.1
EDM
0 G · 6.04 xG · -6.0
01234567
Goalies · GSAx (goals saved above expected)
I. SorokinNYI
+6.0
C. IngramEDM
+3.1

NYI finished -3.1 against expected, EDM -6.0 — I. Sorokin (NYI) saved 6.0 goals above expected.

Source · Backcheck xG model
What they shot — and what went in

Shot diet

goalsshots
NYI
SNAP1/6
WRIST0/21
SLAP0/2
BACKHAND0/1
TIP IN0/1
WRAP AROUND0/0
OTHER0/12
EDM
SNAP0/35
WRIST0/9
SLAP0/7
BACKHAND0/4
TIP IN0/3
WRAP AROUND0/1
OTHER0/16
NYI
EDM
Off the rush
1 G on 20 · 1.79 xG
0 G on 42 · 4.87 xG
Off rebounds
0 G on 3 · 0.32 xG
0 G on 7 · 0.85 xG

Snap shots carried the volume: NYI went 1-for-6, EDM 0-for-35.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
M. Barzal
#13 · C · NYI
0 G · 1 A · 2 SOG · 20:52 TOI
A. Duclair
#11 · L · NYI
1 G · 0 A · 2 SOG · 17:25 TOI
C. Ritchie
#64 · C · NYI
0 G · 1 A · 0 SOG · 11:30 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • NYI stole this one. EDM owned 60% of the xG and lost.
  • I. Sorokin (NYI) stopped 6.0 goals above expected.
  • Open game — 16 high-danger chances combined (EDM 9, NYI 7).
  • EDM couldn't convert — 0/9 on high-danger chances. That won't happen often.
  • NYI couldn't convert — 0/7 on high-danger chances. That won't happen often.
  • EDM created 7 rebound opportunities (0 converted) — crashing the net effectively.
  • NYI created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • EDM underperformed xG by 6.0 — wasted quality chances.
  • NYI underperformed xG by 3.1 — wasted quality chances.
  • I. Sorokin (NYI) saved 6.0 goals above expected — stole the show.
  • I. Sorokin was a wall on HD chances — 100% SV on 9 high-danger shots.
Before the game — the model's pre-game read
Preview · NYI at EDM · 9:00 PM ET

The Oilers are the model's lean over the Islanders — with PDO regression in play

By the ModelJul 12, 12:58 AMEdited for clarity
Win probability

The model's lean

55%
EDM
Model favorite
45%
55%
NYI50EDM

EDM by 10 points of win probability — a modest lean. Projected score NYI 2.52.8 EDM; 18% chance it's tied after 60.

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

Tale of the tape

NYI← edge
edge →EDM
48.0%5v5 xG%52.0%
49.0%Corsi%50.0%
2.48xGF / 602.64
2.69xGA / 602.47
1.78Goals for / gm2.13
1.94Goals against / gm2.29
0.993PDO — luck, not skill0.982

EDM holds 5 of 6 process categories — and PDO (0.993 vs 0.982) says NYI has run hotter.

Source · MoneyPuck season tables · 5v5

The model favors Edmonton at 55% win probability in what it projects as a 2.5–2.8 goal game. That edge is rooted in Alberta's control metrics: the Oilers are winning the 5v5 xG battle 52.0% to 48.0%, a meaningful gap that suggests they're generating the better chances at equal strength. Edmonton's Corsi% (50.0% vs. 49.0%) reinforces that pattern, though the difference is tighter—a reminder that possession metrics and shot quality don't always align perfectly.

The more compelling argument for Edmonton surfaces in PDO regression. The Oilers are running a 0.982 PDO, which marks them as unusually cold from an efficiency standpoint. A team controlling play this well shouldn't see pucks bounce this badly. The Islanders' 0.993 PDO is closer to neutral, meaning neither team has luck advantage left to lose.

Goaltending introduces uncertainty. T. Jarry is on a back-to-back, creating the possibility of a backup appearance or a starter managing fatigue. I. Sorokin faces the same schedule pressure. If either lineup shifts, the injury calculus changes.

New York's offensive burden falls on Anders Lee (1.20 xG/60, 9G 20A) and Bo Horvat (0.87 xG/60, 18G 10A). Lee's 2 high-danger goals and 6.4% shooting suggest his goal rate remains unsustainably depressed relative to his chances, a canary for regression. Horvat has scored at a 12.8% clip on his looks—closer to sustainable—backed by 3 HD goals.

Edmonton's advantage rests on Zach Hyman (1.23 xG/60, 14G 13A) and Connor McDavid (0.92 xG/60, 25G 33A). Hyman's 1 HD goal on heavy volume signals he's out-scoring his underlying play, a note for regression risk. McDavid's 5 HD goals and 13.7% shooting represent elite volume and elite finishing, the kind of combination that doesn't reverse easily.

Defensively, each team has a liability. Alexander Romanov is the weak link on New York's blue line; Jake Walman is Edmonton's vulnerability. Neither team generates significant secondary scoring through high-danger play (both at 0% on rebound and HD-goal rates), which concentrates goal-scoring responsibility on the stars.

The regression story leans Edmonton's way: Hyman's efficiency normalizes downward, McDavid simply operates at his ceiling, and the team's cold PDO corrects upward.

Computed danger · scouting

Players to watch

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
EDM
Zach Hyman14G 13A
1.23 xG/60 · 1 HD · 13.0% sh
Connor McDavid25G 33A
0.92 xG/60 · 5 HD · 13.7% sh
Source · MoneyPuck skaters