Backcheck
Recap · FLA at PIT

Penguins run the Panthers off the ice on the underlying numbers

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

By the ModelJul 12, 10:15 AMxG: xgboost-0.758Edited for clarity
Away
FLA
Florida Panthers
4
Home
PIT
Pittsburgh Penguins
9
FINAL
Process vs result

The underlying story

2.10Expected goals3.86
65% share for the better side
23Shot attempts (SOG)31
2High-danger chances4
41Corsi (all attempts)63
Score-adjusted: 45% / 55%
Source · NHL play-by-play · XGBoost xG

Pittsburgh's 9-4 win was more than just a blowout—it was an offensive explosion that exceeded even the Penguins' dominant underlying play. They controlled 65% of 5v5 expected goals (3.86–2.10) and 57% of shot attempts (31–23), commanding the game at every level. They also scored 5.14 goals beyond that baseline, turning control into carnage.

The Penguins' rush attack was the surgical instrument. Seven goals from rush chances, compared to Florida's two from 15 attempts, proved the difference between sustained pressure and desperation. Pittsburgh's power play was equally clinical: three goals on nine shots (0.77 expected goals), a conversion rate that eviscerates typical benchmarks. They also plundered three low-danger tallies—goals the opposing goalie is supposed to save.

Florida's net was defenseless. D. Tarasov surrendered 1.50 goals above expected with limited work. S. Bobrovsky gave up 3.63 more runs than the defensive effort warranted, finishing at 0.684 save percentage. A. Silovs (PIT) posted 0.826 SV% and allowed just 1.90 goals above expected, a clean line that mirrored Pittsburgh's play.

The inflection point arrived in the third when Mackie Samoskevich fired from the high slot (10:46, P3). Florida's panic mounted from there. The Panthers overperformed their expected goals by 1.90 runs—a hint of puck-luck—but from a 2.10 xG baseline, that redemption was stillborn.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
FLA0 / 2 · 0.51 xG
PIT1 / 4 · 1.08 xG
Medium dangermid-range
FLA3 / 10 · 1.18 xG
PIT5 / 21 · 2.22 xG
Low dangerperimeter & point
FLA1 / 29 · 0.41 xG
PIT3 / 38 · 0.57 xG

PIT went 5-for-21 from medium danger on 2.22 expected goals — 2.8 above expected.

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

Finishing vs expected

expectedactual
FLA
4 G · 2.10 xG · +1.9
PIT
9 G · 3.86 xG · +5.1
012345678910
Goalies · GSAx (goals saved above expected)
D. TarasovFLA
-1.5
S. BobrovskyFLA
-3.6
A. SilovsPIT
-1.9

FLA finished +1.9 against expected, PIT +5.1 — S. Bobrovsky (FLA) allowed 3.6 more goals than expected.

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

Shot diet

goalsshots
FLA
WRIST1/16
SLAP1/8
TIP IN0/1
SNAP1/2
BACKHAND1/2
DEFLECTED0/0
OTHER0/12
PIT
WRIST3/21
SLAP1/5
TIP IN3/11
SNAP0/3
BACKHAND2/3
DEFLECTED0/1
OTHER0/19
FLA
PIT
Off the rush
2 G on 15 · 1.31 xG
7 G on 34 · 3.26 xG
Off rebounds
1 G on 3 · 0.51 xG
1 G on 2 · 0.20 xG

Wrist shots carried the volume: FLA went 1-for-16, PIT 3-for-21. PIT scored 7 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
E. Karlsson
#65 · D · PIT
1 G · 3 A · 2 SOG · 20:30 TOI · +2
E. Malkin
#71 · C · PIT
3 G · 1 A · 6 SOG · 18:52 TOI
S. Crosby
#87 · C · PIT
0 G · 2 A · 0 SOG · 17:32 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • D. Tarasov (FLA) gave up 1.5 goals more than expected — well below their workload.
  • PIT scored 3 goals from low-danger spots — the opposing goalie needs to have those.
  • PIT was lethal off the rush — 7 goals on 34 rush chances.
  • FLA was lethal off the rush — 2 goals on 15 rush chances.
  • FLA created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • PIT outperformed their expected goals by 5.1 — elite finishing or lucky bounces.
  • FLA outperformed their expected goals by 1.9 — elite finishing or lucky bounces.
  • PIT power play was dominant — 3 PPG on 9 PP shots (0.77 xG).
Before the game — the model's pre-game read
Preview · FLA at PIT · 5:00 PM ET

Panthers at Penguins: a genuine coin flip

By the ModelJul 12, 10:14 AMEdited for clarity
Win probability

The model's lean

54%
PIT
Model favorite
46%
54%
FLA50PIT

PIT by 8 points of win probability — a modest lean. Projected score FLA 2.52.7 PIT; 18% chance it's tied after 60.

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

Tale of the tape

FLA← edge
edge →PIT
49.0%5v5 xG%51.0%
52.0%Corsi%50.0%
2.48xGF / 602.66
2.56xGA / 602.55
1.98Goals for / gm2.45
2.21Goals against / gm2.12
0.989PDO — luck, not skill1.012

PIT holds 5 of 6 process categories — and PDO (0.989 vs 1.012) says PIT has run hotter.

Source · MoneyPuck season tables · 5v5

The Penguins enter as slight favorites at 54% win probability—essentially a pick'em in model terms. Most projections cluster around a 2.5 to 2.7 goal spread, a range so narrow it amounts to admitting uncertainty.

The metrics confirm this ambiguity. Pittsburgh edges Florida in expected goals (51.0% xG% to 49.0%), while the Panthers dominate in puck possession at 52.0% Corsi% against Pittsburgh's 50.0%. One team generates slightly better shot quality; the other controls the game. Neither margin is decisive.

Recent form breaks slightly toward Pittsburgh. Florida is underwater at −7 goal differential over their last ten games—a pattern of underperforming their expected output. Pittsburgh's PDO sits at 1.012, signaling a team riding modest luck; Florida's is 0.989, the inverse. In a matchup this tight, luck amplifies.

The star power should favor Florida. Sam Bennett operates at 0.97 expected goals per 60 minutes, backed by 18 goals and 19 assists at a 13.1% shooting rate—evidence of genuine efficiency, not variance. Rickard Rakell carries Pittsburgh's offense at 1.01 xG/60 with 13 goals and 13 assists, his 12.1% shooting rate also sustainable. Bennett has the edge in both volume and consistency.

Injury concerns muddy the matchup. Brad Marchand, Florida's secondary option at 0.93 xG/60, is expected out after 29 days away. Filip Hallander, Pittsburgh's high-volume creator at 1.28 xG/60, also likely sits. Both teams lose depth production without these players.

The game tightens accordingly. Florida retains possession advantage; Pittsburgh maintains a marginal edge in shot efficiency. Caleb Jones represents Pittsburgh's defensive liability, a potential vulnerability if the Panthers sustain pressure through the neutral zone.

In a matchup so close that projections default to a coin flip, execution determines winners. Florida should possess more chances; Pittsburgh should convert at a higher rate. The Penguins' 54% probability reflects that trade-off, barely favoring the team that generates fewer but cleaner opportunities.

Computed danger · scouting

Players to watch

FLA
Sam Bennett18G 19A
0.97 xG/60 · 6 HD · 13.1% sh
Brad Marchand17G 9A
0.93 xG/60 · 3 HD · 19.5% sh
PIT
Filip Hallander0G 3A
1.28 xG/60 · 0 HD · 0.0% sh
Rickard Rakell13G 13A
1.01 xG/60 · 3 HD · 12.1% sh
Source · MoneyPuck skaters