Backcheck
Recap · MIN at BUF

Wild run the Sabres off the ice on the underlying numbers

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

By the ModelJul 12, 1:19 AMxG: xgboost-0.758Edited for clarity
Away
MIN
Minnesota Wild
5
Home
BUF
Buffalo Sabres
4
FINAL / OT
Process vs result

The underlying story

5.31Expected goals3.02
64% share for the better side
36Shot attempts (SOG)24
9High-danger chances4
69Corsi (all attempts)48
Score-adjusted: 57% / 43%
Source · NHL play-by-play · XGBoost xG

Minnesota's high-danger chance advantage—9 to 4—was steeper than the 5-4 final score. The Wild controlled 64% of 5v5 expected goals (5.31–3.02), a dominance the overtime victory only partially reflected.

The Sabres were outmatched at 5v5. They held 40% of shot attempts (24–36 on goal), surrendering nine high-danger chances to four. F. Gustavsson (MIN) recorded a 0.833 save percentage, performing 0.98 goals below his expected baseline, while U. Luukkonen (BUF) stopped 31 of 36 shots at 0.861.

Buffalo's only strength was the rush. The Sabres scored 3 goals on 28 chances while Minnesota scored 5 on 27, a conversion gap that mirrored their overall control. The Wild created 6 rebound opportunities at 5v5—converting none—evidence of sustained pressure on U. Luukkonen.

Mats Zuccarello ended it with a snap shot from a sharp angle at 01:46 of overtime.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
MIN2 / 9 · 2.70 xG
BUF0 / 4 · 0.87 xG
Medium dangermid-range
MIN2 / 16 · 1.82 xG
BUF3 / 16 · 1.62 xG
Low dangerperimeter & point
MIN1 / 44 · 0.78 xG
BUF1 / 28 · 0.52 xG

BUF went 3-for-16 from medium danger on 1.62 expected goals — 1.4 above expected.

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

Finishing vs expected

expectedactual
MIN
5 G · 5.31 xG · -0.3
BUF
4 G · 3.02 xG · +1.0
0123456
Goalies · GSAx (goals saved above expected)
F. GustavssonMIN
-1.0
U. LuukkonenBUF
+0.3

MIN finished -0.3 against expected, BUF +1.0 — F. Gustavsson (MIN) allowed 1.0 more goals than expected.

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

Shot diet

goalsshots
MIN
SNAP2/25
WRIST1/8
TIP IN1/5
SLAP1/4
BACKHAND0/5
DEFLECTED0/1
BAT0/1
WRAP AROUND0/0
OTHER0/20
BUF
SNAP0/23
WRIST2/3
TIP IN1/3
SLAP0/4
BACKHAND0/2
DEFLECTED1/2
BAT0/0
WRAP AROUND0/1
OTHER0/10
MIN
BUF
Off the rush
5 G on 27 · 3.23 xG
3 G on 28 · 2.44 xG
Off rebounds
0 G on 6 · 0.84 xG
0 G on 1 · 0.19 xG

Snap shots carried the volume: MIN went 2-for-25, BUF 0-for-23. MIN scored 5 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
K. Kaprizov
#97 · L · MIN
0 G · 3 A · 3 SOG · 24:28 TOI · +1
Q. Hughes
#43 · D · MIN
1 G · 1 A · 4 SOG · 29:52 TOI · +1
M. Zuccarello
#36 · R · MIN
1 G · 1 A · 4 SOG · 25:35 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • BUF was lethal off the rush — 3 goals on 28 rush chances.
  • MIN was lethal off the rush — 5 goals on 27 rush chances.
  • MIN created 6 rebound opportunities (0 converted) — crashing the net effectively.
Before the game — the model's pre-game read
Preview · MIN at BUF · 12:30 PM ET

Wild at Sabres: a genuine coin flip

By the ModelJul 12, 1:04 AMEdited for clarity
Win probability

The model's lean

51%
BUF
Model favorite
49%
51%
MIN50BUF

BUF by 2 points of win probability — effectively a coin flip. Projected score MIN 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

MIN← edge
edge →BUF
52.0%5v5 xG%50.0%
48.0%Corsi%49.0%
2.55xGF / 602.55
2.40xGA / 602.55
2.04Goals for / gm2.35
1.93Goals against / gm1.90
1.007PDO — luck, not skill1.020

The season numbers split 33 — no clear process edge — and PDO (1.007 vs 1.020) says BUF has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.5-2.6 goal game with Buffalo at 51% win probability—about as close to a pick'em as exists. Both teams have legitimate paths to victory.

Buffalo arrives hotter, posting 8-2-0 over their last ten. But Minnesota's underlying play suggests the oddsmakers may be overrating the Sabres' recent form. The Wild own a 52.0% expected-goals share at 5v5, a meaningful edge over Buffalo's 50.0%, though Buffalo marginally controls possession at 49.0% Corsi% to Minnesota's 48.0%.

The divergence lies in goaltending and variance. Buffalo's 1.020 PDO is running hot—a number that historically contracts. Minnesota sits at 1.007, closer to sustainable. That gap is material in a close game. Both C. Ellis and J. Wallstedt face back-to-back scheduling that could force backup appearances or field tired starters.

Minnesota's Matt Boldy remains the primary offensive engine. At 0.89 xG/60 with 22 goals and 18 assists, Boldy has generated five high-danger goals and carries a 13.7% shooting rate. Robby Fabbri (0.88 xG/60, 2 goals, 3 assists, one high-danger goal) provides secondary pressure, though his 6.9% shooting suggests variance in conversion. Buffalo counters with Jason Zucker at 1.07 xG/60 (14 goals, 14 assists, six high-danger goals) and Josh Doan at 1.01 xG/60 (15 goals, 18 assists, two high-danger goals). Both present elite offensive profiles; Zucker's 15.1% shooting indicates efficiency, while Doan's 11.5% rate sits closer to expectation.

Defensively, both teams show soft spots. Minnesota leans on Matt Kiersted in a vulnerable role; Buffalo exposes Jack Quinn similarly. In a matchup this tight, exploitable pairings could prove decisive.

The verdict remains narrow: Buffalo's recent surge and slight possession edge warrant favorite status, but Minnesota's superior shot quality and regression risk baked into Buffalo's inflated PDO create genuine uncertainty. At 51%, this leans Sabres—but marginally.

Computed danger · scouting

Players to watch

MIN
Matt Boldy22G 18A
0.89 xG/60 · 5 HD · 13.7% sh
Robby Fabbri2G 3A
0.88 xG/60 · 1 HD · 6.9% 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