Backcheck
Recap · NYI at BUF

Sabres run the Islanders off the ice on the underlying numbers

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

By the ModelJul 12, 9:44 AMxG: xgboost-0.758Edited for clarity
Away
NYI
New York Islanders
3
Home
BUF
Buffalo Sabres
4
FINAL
Process vs result

The underlying story

2.96Expected goals5.91
67% share for the better side
28Shot attempts (SOG)33
4High-danger chances9
52Corsi (all attempts)65
Score-adjusted: 48% / 53%
Source · NHL play-by-play · XGBoost xG

Buffalo dominated the play—they held 67% of expected goals (5.91–2.96) and 54% of shot attempts—yet the Islanders stayed alive through elite goaltending. I. Sorokin stopped 2.91 goals above expected, keeping New York closer than their play deserved. The Sabres underperformed their xG by 1.91 goals, a gap that nearly cost them the win.

The Sabres' efficiency told the story: 0.091 xG per attempt versus 0.057 for the Islanders. Buffalo's rush chances (3 goals on 33 attempts) and power play (2 goals on 0.81 xG) overwhelmed New York. High-danger chances went 9–4 in Buffalo's favor.

Brayden Schenn's wrist shot from the slot (P3, 19:59) was the turning point. U. Luukkonen (BUF) finished with 0.893 SV%, while Sorokin's 0.906 masked how badly the Islanders were outshot and outchanced. Buffalo created four rebound opportunities (none converted); the Islanders created three (none converted).

The Islanders' higher-quality looks—generated despite the lopsided shot totals—offered glimpses of competitiveness, but Buffalo's dominance was suffocating.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
NYI1 / 4 · 1.07 xG
BUF1 / 9 · 2.95 xG
Medium dangermid-range
NYI1 / 12 · 1.33 xG
BUF2 / 19 · 2.29 xG
Low dangerperimeter & point
NYI1 / 36 · 0.56 xG
BUF1 / 37 · 0.67 xG

BUF went 1-for-9 from high danger on 2.95 expected goals — 2.0 left on the table.

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

Finishing vs expected

expectedactual
NYI
3 G · 2.96 xG · +0.0
BUF
4 G · 5.91 xG · -1.9
01234567
Goalies · GSAx (goals saved above expected)
I. SorokinNYI
+2.9
U. LuukkonenBUF
-0.0

NYI finished +0.0 against expected, BUF -1.9 — I. Sorokin (NYI) saved 2.9 goals above expected.

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

Shot diet

goalsshots
NYI
WRIST3/26
SNAP0/1
BACKHAND0/5
TIP IN0/2
SLAP0/3
OTHER0/15
BUF
WRIST3/16
SNAP1/20
BACKHAND0/5
TIP IN0/7
SLAP0/6
OTHER0/11
NYI
BUF
Off the rush
2 G on 23 · 1.96 xG
3 G on 33 · 3.33 xG
Off rebounds
0 G on 3 · 0.55 xG
0 G on 4 · 1.12 xG

Wrist shots carried the volume: NYI went 3-for-26, BUF 3-for-16. BUF scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
B. Horvat
#14 · C · NYI
0 G · 3 A · 3 SOG · 21:22 TOI
T. Thompson
#72 · C · BUF
1 G · 1 A · 3 SOG · 21:31 TOI
B. Schenn
#10 · C · NYI
1 G · 1 A · 1 SOG · 18:54 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • NYI generated higher-quality looks than the shot total suggests.
  • I. Sorokin (NYI) stopped 2.9 goals above expected.
  • BUF generated far more dangerous chances — 0.091 xG/shot vs 0.057. Quality over quantity.
  • BUF was lethal off the rush — 3 goals on 33 rush chances.
  • NYI was lethal off the rush — 2 goals on 23 rush chances.
  • BUF created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • NYI created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • BUF underperformed xG by 1.9 — wasted quality chances.
  • I. Sorokin (NYI) saved 2.9 goals above expected — stole the show.
  • BUF power play was dominant — 2 PPG on 11 PP shots (0.81 xG).
Before the game — the model's pre-game read
Preview · NYI at BUF · 7:00 PM ET

Islanders at Sabres: a genuine coin flip

By the ModelJul 12, 9:43 AMEdited for clarity
Win probability

The model's lean

54%
BUF
Model favorite
46%
54%
NYI50BUF

BUF by 8 points of win probability — a modest lean. Projected score NYI 2.52.8 BUF; 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 →BUF
48.0%5v5 xG%50.0%
49.0%Corsi%49.0%
2.48xGF / 602.55
2.69xGA / 602.55
1.78Goals for / gm2.35
1.94Goals against / gm1.90
0.993PDO — luck, not skill1.020

BUF holds 6 of 6 process categories — and PDO (0.993 vs 1.020) says BUF has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.5–2.8 goal game with Buffalo at 54% win probability—as close to a pick'em as the NHL offers. Both clubs grade identically on possession at 49.0% Corsi, though Buffalo holds 50.0% expected goals to New York's 48.0%. That paper-thin shot-quality edge conceals a deeper issue: the Sabres' 1.020 PDO indicates hot goaltending artificially buoying results.

Buffalo's scoring leans on two players running unsustainably hot. Jason Zucker generates 1.07 xG/60 but converts at 15.1%, while Josh Doan matches at 1.01 xG/60 and 11.5%—both shooting percentages that will regress. New York's offense scatters differently: Anders Lee fires 1.20 xG/60 at a tepid 6.4%, while Bo Horvat logs only 0.87 xG/60 but punishes chances at 12.8%. Horvat's three high-danger goals against Lee's two anchor New York's attack more securely.

Rest becomes the tiebreaker. Buffalo enters on three days off; New York on one. That gap widens if I. Sorokin shoulders the load on a back-to-back—fatigue in an elite starter still dims the advantage. Expect either a backup in a high-leverage spot or genuine wear on the home crease.

Both defenses leak through identical channels: neither team scores at measurable rates on rebounds or high-danger chances, suggesting scheme over personnel drives their bottlenecks. Alexander Romanov shadows the Islanders' blue line as a known liability; Jack Quinn serves Buffalo the same way. Neither weakness is severe enough to swing this matchup alone.

Buffalo's rest advantage and marginal shot-quality edge face New York's underlying parity and the Sabres' unsustainable shooting regression. The math slightly favors Buffalo, but this is a pick where conviction is optional.

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
BUF
Jason Zucker14G 14A
1.07 xG/60 · 6 HD · 15.1% sh
Josh Doan15G 18A
1.01 xG/60 · 2 HD · 11.5% sh
Source · MoneyPuck skaters