Backcheck
Recap · DET at BUF

Sabres hold off the Red Wings

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

By the ModelJul 11, 12:40 PMxG: xgboost-0.758Edited for clarity
Away
DET
Detroit Red Wings
2
Home
BUF
Buffalo Sabres
4
FINAL
Process vs result

The underlying story

4.20Expected goals4.92
54% share for the better side
31Shot attempts (SOG)31
7High-danger chances8
73Corsi (all attempts)70
Score-adjusted: 52% / 48%
Source · NHL play-by-play · XGBoost xG

The Sabres won 4-2, but expected goals (4.92–4.20) showed a competitive game masked by the scoreline. Buffalo's advantage was real but thin—less than a goal's worth of quality-adjusted chances.

Goaltending supplied the margin. C. Ellis (BUF) posted a 0.935 save percentage, preventing 2.2 more goals than an average goalie would have from Detroit's shot volume. J. Gibson (DET) also overperformed by 0.92 saves, but Ellis's edge was the determinant.

Shot attempts split evenly (31 each), but Buffalo owned the high-danger edge (8 chances to 7). The Sabres showed clinical transition finishing: four goals on 32 rush attempts. Detroit crashed the net effectively, generating five rebound looks and burying zero. The Red Wings' output wasn't subpar—4.20 expected goals reflects legitimate volume—but they fell 2.2 goals short against Ellis's ceiling-level goaltending.

Buffalo's own 0.92-goal underperformance underscores the margins at play: the Sabres had to operate almost flawlessly while Detroit generated real chances and simply squandered them. Two goals felt dominant because Ellis's performance made a one-goal underlying advantage decisive.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
DET1 / 7 · 1.43 xG
BUF2 / 8 · 2.55 xG
Medium dangermid-range
DET1 / 16 · 2.00 xG
BUF2 / 14 · 1.54 xG
Low dangerperimeter & point
DET0 / 50 · 0.77 xG
BUF0 / 48 · 0.83 xG

DET went 1-for-16 from medium danger on 2.00 expected goals — 1.0 left on the table.

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

Finishing vs expected

expectedactual
DET
2 G · 4.20 xG · -2.2
BUF
4 G · 4.92 xG · -0.9
0123456
Goalies · GSAx (goals saved above expected)
J. GibsonDET
+0.9
C. EllisBUF
+2.2

DET finished -2.2 against expected, BUF -0.9 — C. Ellis (BUF) saved 2.2 goals above expected.

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

Shot diet

goalsshots
DET
WRIST1/27
SLAP0/6
SNAP0/5
TIP IN1/6
BACKHAND0/4
DEFLECTED0/2
WRAP AROUND0/1
OTHER0/22
BUF
WRIST2/29
SLAP1/13
SNAP0/5
TIP IN1/3
BACKHAND0/4
DEFLECTED0/0
WRAP AROUND0/0
OTHER0/16
DET
BUF
Off the rush
1 G on 28 · 2.38 xG
4 G on 32 · 3.10 xG
Off rebounds
0 G on 5 · 0.94 xG
0 G on 1 · 0.17 xG

Wrist shots carried the volume: DET went 1-for-27, BUF 2-for-29. BUF scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Quinn
#22 · R · BUF
1 G · 2 A · 3 SOG · 11:40 TOI · +2
R. McLeod
#71 · C · BUF
0 G · 2 A · 0 SOG · 17:57 TOI
C. Timmins
#21 · D · BUF
0 G · 1 A · 1 SOG · 22:39 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • C. Ellis (BUF) stopped 2.2 goals above expected.
  • Open game — 15 high-danger chances combined (BUF 8, DET 7).
  • BUF was lethal off the rush — 4 goals on 32 rush chances.
  • DET created 5 rebound opportunities (0 converted) — crashing the net effectively.
  • DET underperformed xG by 2.2 — wasted quality chances.
  • C. Ellis (BUF) saved 2.2 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · DET at BUF · 7:30 PM ET

Red Wings at Sabres: a genuine coin flip

By the ModelJul 11, 12:37 PMEdited for clarity
Win probability

The model's lean

53%
BUF
Model favorite
47%
53%
DET50BUF

BUF by 6 points of win probability — a modest lean. Projected score DET 2.52.6 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

DET← edge
edge →BUF
49.0%5v5 xG%50.0%
49.0%Corsi%49.0%
2.38xGF / 602.55
2.50xGA / 602.55
1.73Goals for / gm2.35
2.07Goals against / gm1.90
0.985PDO — luck, not skill1.020

BUF holds 5 of 6 process categories — and PDO (0.985 vs 1.020) says BUF has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.5–2.6 game with Buffalo at 53% win probability — a genuine coin flip.

Detroit's recent resume looks stronger: 8-2-0 in their last ten. But their 0.985 PDO reveals the truth. They're due for regression, not riding a bona fide hot streak. Buffalo's −6 goal differential over the same stretch is worse. They're cooling off and exhausting their variance cushion. Their 1.020 PDO will correct downward.

The underlying metrics show how thin this matchup actually sits. Detroit's 49.0% expected goals share and 49.0% Corsi% are nearly indistinguishable from Buffalo's 50.0% xG% and 49.0% Corsi%. There's no structural advantage — only recent results creating perception.

Buffalo's top line is the matchup fulcrum. Jason Zucker is generating at 1.07 xG/60 and has 14 goals with 6 in high-danger situations — that's elite conversion. Josh Doan (1.01 xG/60, 15 goals, 2 HD goals) mirrors that volume. Detroit counters with Alex DeBrincat (0.88 xG/60, 17 goals, 9.0% shooting) and Marco Kasper (0.81 xG/60, 7 goals). Kasper's 6.1% shooting rate is the vulnerability — he's generating chances but finishing below expected outcomes, suggesting his line is due for positive variance.

Neither team converts secondary offense. Both sit at 0% on hard-chance and rebound-goal rates; this game won't turn on bench depth or scrappy finishes. That sharpens focus on the weak links: Axel Sandin-Pellikka for Detroit, Jack Quinn for Buffalo. In a matchup this close, whichever team manages their defensive liability better gets the edge.

Computed danger · scouting

Players to watch

DET
Alex DeBrincat17G 28A
0.88 xG/60 · 2 HD · 9.0% sh
Marco Kasper7G 8A
0.81 xG/60 · 1 HD · 6.1% 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