Motion-blurred skater in a Buffalo Sabres sweater
Breakdown · NYI at BUF

Sabres run the Islanders off the ice on the underlying numbers

The verdict · earned

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

NYI 3 · BUF 4
◆ By the ModelJul 12, 9:44 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

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.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Mar 31
NYI
3
BUF
4

Sabres run the Islanders off the ice on the underlying numbers

Chances 3.0 – 5.9Did they deserve it? →
Did they deserve it?

The Sabres earned this one.

Expected goals · chance value
NYI
2.96
BUF
5.91
33% of the chances67%

The board read NYI 3, BUF 4. The chances read NYI 3.0, BUF 5.9.

Our xG model · NHL play-by-play · all situations
Luck check
BUF
−1.9
goals above expected
BUF5.91 expected · 4 scored
Expected
Scored
NYI2.96 expected · 3 scored
Expected
Scored

Both sides finished close to what their chances were worth. This one was earned on the ice.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 14:19BUFJ. QuinnPP0–1
  2. P2 17:57NYIC. RitchiePP1–1
  3. P3 02:40BUFT. ThompsonPP1–2
  4. P3 13:39NYIA. Lee2–2
  5. P3 16:59BUFP. Krebs2–3
  6. P3 18:17BUFB. ByramEN2–4
  7. P3 19:59NYIB. SchennPP3–4
NHL play-by-play · chance value from our xG model
Where the shots came from
NYI
37 shots
3
Final
91 shots
BUF
54 shots
4
NYI attackBUF attack
NYI BUF Goal
37
shots · 3 in
54
shots · 4 in
Every unblocked shot · press play to replay it
Chances by danger
NYIBUF
1 / 4
1.07 xG
High danger
1 / 9
2.95 xG
1 / 12
1.33 xG
Medium
2 / 19
2.29 xG
1 / 36
0.56 xG
Low
1 / 37
0.67 xG

High-danger looks: NYI 1 of 4, BUF 1 of 9.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A+
I. Sorokin
+2.9
NYI · 29/32
C
U. Luukkonen
−0.0
BUF · 25/28
The numbers, checked
BACKCHECK

Sabres run the Islanders off the ice on the underlying numbers

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 6–12
  1. 14:19BUFJ. Quinnpower play(J. Norris)0–1
2ndshots 9–7
  1. 17:57NYIC. Ritchiepower play(B. Schenn, B. Horvat)1–1
3rdshots 13–14
  1. 02:40BUFT. Thompsonpower play(J. Norris, J. Quinn)1–2
  2. 13:39NYIA. Lee(B. Horvat, M. Schaefer)2–2
  3. 16:59BUFP. Krebs(A. Tuch, T. Thompson)2–3
  4. 18:17BUFB. Byramempty net(M. Samuelsson)2–4
  5. 19:59NYIB. Schennpower play(M. Barzal, B. Horvat)3–4

score reads NYI–BUF

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

The numbers

XGBoost xG · NHL play-by-play
5.91
BUF chances
Goals their shots were worth
−1.9
Finishing
Goals below what those chances were worth
1.004
BUF puck luck
About 1.000 — a normal night for bounces
55.6%
Shot attempts
Over half — they had the puck more
Split by club

Who controlled the game

2.96Expected goals5.91
BUF 67% of the chance quality
28Shots on goal33
4High-danger chances9
52All attempts (Corsi)65
Adjusted for score: NYI 48% · BUF 53%
Faceoffs · BUF won35%off71%neu25%def
Source · NHL play-by-play · XGBoost xG
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

NYI finished +0.0 against expected, BUF -1.9.

Source · Backcheck xG model
Shot types · rush and rebound chancesopen +
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
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
I. Sorokin
NYI · 29/32 · .906
+2.9
saved above expected
A+
the night
By dangerG/attxGsaved
High danger1/93.0+1.9
Medium2/192.3+0.3
Low1/370.7-0.3

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

U. Luukkonen
BUF · 25/28 · .893
-0.0
saved above expected
C
the night
By dangerG/attxGsaved
High danger1/41.1+0.1
Medium1/121.3+0.3
Low1/360.6-0.4

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

91 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
NYI
37 shots
3
Final
91 shots
BUF
54 shots
4
NYI attackBUF attack
NYI BUF Goal

Each club shoots toward its own end — NYI left, BUF 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. Horvat
#14 · C · NYI
0 G · 3 A · 3 SOG · 21:22 on ice
T. Thompson
#72 · C · BUF
1 G · 1 A · 3 SOG · 21:31 on ice
B. Schenn
#10 · C · NYI
1 G · 1 A · 1 SOG · 18:54 on ice
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Tue, Mar 31
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 9:43 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 2.5–2.8 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.

What the model said beforehand

The model's lean

BUF 54%
54%
BUF
Model favorite
46%
54%
NYI50BUF

BUF by 8 points of win probability — a modest lean. Projected score NYI 2.5–2.8 BUF; 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
NYI← edge
edge →BUF
48.0%50.0%
49.0%49.0%
2.482.55
2.692.55
1.782.35
1.941.90
0.9931.020

BUF holds 6 of 6 process categories — and the luck row (0.993 vs 1.020) says BUF has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · Last 10
NYI
5-5-0
-4 GD · 1d rest
BUF
6-2-2
+9 GD · 3d rest
0.993
NYI PDO
Luck gauge · drifts to 1.000
1.020
BUF PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Regression watch
  • The Sabres' PDO is 1.020 — running hot, expect some regression.
Things to watch
  • I. Sorokin is on a back-to-back — watch for a backup start or a tired starter.
  • The Sabres' PDO is 1.020 — running hot, expect some regression.
  • The Sabres have 2 more days of rest.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
NYI
Expected in goal
I. Sorokin
back-to-back.759 last start
Backup Ilya Sorokin · +25.3 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.

BUF
Expected in goal
U. Luukkonen
3 days rest.941 last start
Backup Ukko-Pekka Luukkonen · +10.5 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
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
Keep going

Where to next