Backcheck
Recap · BUF at DET

Sabres edge the Red Wings in overtime

The Sabres stole one. They lost the expected-goals battle 3.20–3.54 and won anyway.

By the ModelJul 11, 4:04 PMxG: xgboost-0.758Edited for clarity
Away
BUF
Buffalo Sabres
5
Home
DET
Detroit Red Wings
4
FINAL / OT
Process vs result

The underlying story

3.20Expected goals3.54
53% share for the better side
27Shot attempts (SOG)28
4High-danger chances4
54Corsi (all attempts)58
Score-adjusted: 51% / 49%
Source · NHL play-by-play · XGBoost xG

The Sabres won a game the underlying metrics almost handed to Detroit. Buffalo overperformed their expected goals by 1.80 — an elite margin of luck or finishing — while Detroit's goaltending gave back what should have been an advantage.

Expected goals went 3.54–3.20 in Detroit's favor. Yet the Sabres scored five goals to four. C. Ellis stopped 24 of 28 shots (0.857 SV%), reaching near-expected performance. J. Gibson gave up 22 of 27 (0.815 SV%), finishing 1.80 goals worse than predicted — a decisive underperformance for a goalie in a one-goal game.

Detroit's case should have been stronger. They held 51% of shot attempts and won the high-danger battle nowhere — chances split 4–4. Yet they scored three goals on twenty-five rush chances, a potent conversion rate. Buffalo answered with four goals on twenty-nine chances, higher volume and higher efficiency. The Red Wings' shooting (50% on close looks) showed poise; the Sabres' rush scoring showed desperation that worked.

Mattias Samuelsson's snap shot from the high slot at 01:05 of overtime broke the tie, finishing a game the Red Wings should have found easier to control. The scoreline masked how much goaltending and rush execution, rather than five-on-five play, decided it.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
BUF1 / 4 · 0.88 xG
DET2 / 4 · 0.99 xG
Medium dangermid-range
BUF4 / 14 · 1.60 xG
DET2 / 19 · 2.14 xG
Low dangerperimeter & point
BUF0 / 36 · 0.71 xG
DET0 / 35 · 0.40 xG

BUF went 4-for-14 from medium danger on 1.60 expected goals — 2.4 above expected.

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

Finishing vs expected

expectedactual
BUF
5 G · 3.20 xG · +1.8
DET
4 G · 3.54 xG · +0.5
0123456
Goalies · GSAx (goals saved above expected)
C. EllisBUF
-0.5
J. GibsonDET
-1.8

BUF finished +1.8 against expected, DET +0.5 — J. Gibson (DET) allowed 1.8 more goals than expected.

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

Shot diet

goalsshots
BUF
WRIST2/16
SNAP1/9
SLAP0/5
TIP IN1/4
BACKHAND1/1
DEFLECTED0/2
OTHER0/17
DET
WRIST2/19
SNAP2/17
SLAP0/3
TIP IN0/1
BACKHAND0/2
DEFLECTED0/0
OTHER0/16
BUF
DET
Off the rush
4 G on 29 · 2.38 xG
3 G on 25 · 2.80 xG
Off rebounds
1 G on 2 · 0.38 xG
1 G on 2 · 0.25 xG

Wrist shots carried the volume: BUF went 2-for-16, DET 2-for-19. BUF scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
L. Raymond
#23 · L · DET
0 G · 3 A · 3 SOG · 16:47 TOI · -1
R. Dahlin
#26 · D · BUF
0 G · 2 A · 0 SOG · 27:05 TOI · +1
M. Seider
#53 · D · DET
0 G · 2 A · 4 SOG · 24:39 TOI · -1
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Gibson (DET) gave up 1.8 goals more than expected — well below their workload.
  • DET was clinical in the high-danger zone — 2/4 on HD chances (50%).
  • DET was lethal off the rush — 3 goals on 25 rush chances.
  • BUF was lethal off the rush — 4 goals on 29 rush chances.
  • BUF outperformed their expected goals by 1.8 — elite finishing or lucky bounces.
Before the game — the model's pre-game read
Preview · BUF at DET · 7:00 PM ET

Sabres at Red Wings: a genuine coin flip

By the ModelJul 11, 4:03 PMEdited for clarity
Win probability

The model's lean

51%
DET
Model favorite
49%
51%
BUF50DET

DET by 2 points of win probability — effectively a coin flip. Projected score BUF 2.52.6 DET; 18% chance it's tied after 60.

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

Tale of the tape

BUF← edge
edge →DET
50.0%5v5 xG%49.0%
49.0%Corsi%49.0%
2.55xGF / 602.38
2.55xGA / 602.50
2.35Goals for / gm1.73
1.90Goals against / gm2.07
1.020PDO — luck, not skill0.985

BUF holds 4 of 6 process categories — and PDO (1.020 vs 0.985) says BUF has run hotter.

Source · MoneyPuck season tables · 5v5

The model has this pegged as a 2.5–2.6 goal game with Detroit at 51% win probability. You cannot ask for a closer matchup.

Both teams arrive wounded. Buffalo has collapsed to -13 goal differential over their last ten games; Detroit sits at -6. That's not the resume of teams playing well, but the Sabres' fall is sharper.

The underlying numbers reinforce the tossup. Buffalo owns a 50.0% expected-goals share at 5v5 against Detroit's 49.0%; their Corsi splits are identical at 49.0%. Buffalo's sole technical edge is a 1.020 PDO, a sign they've been fortunate—expect some regression. Detroit's 0.985 PDO suggests the reverse: they've run slightly cold and may be due.

Goaltending enters as a variable. Both J. Gibson and U. Luukkonen are on back-to-backs, so watch whether either team reaches for a backup or leans on a tired starter through the second half.

Buffalo leans on Jason Zucker and Josh Doan. Zucker generates 1.07 expected goals per 60 minutes, has scored 14 goals with 14 assists, and owns 6 high-danger tallies—his 15.1% shooting rate is inflated and won't hold. Doan sits at 1.01 xG/60 with 15 goals and 18 assists, though only 2 on high-danger chances; his 11.5% conversion is similarly elevated.

Detroit's top threats are Alex DeBrincat and Marco Kasper. DeBrincat generates 0.88 xG/60, owns 17 goals and 28 assists, but landed only 2 on high-danger looks. His 9.0% shooting rate is reasonable. Kasper trails at 0.81 xG/60 with 7 goals, 8 assists, and 1 high-danger goal—a 6.1% conversion rate that signals good fortune.

The margins here are gossamer. Both teams are struggling, both are generating nearly identical chances, and both arrive with goaltending questions that could determine the outcome either way. Call it what the model sees: a coin flip.

Computed danger · scouting

Players to watch

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
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
Source · MoneyPuck skaters