Backcheck
Recap · VAN at FLA

Panthers run the Canucks off the ice on the underlying numbers

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

By the ModelJul 11, 4:28 PMxG: xgboost-0.758Edited for clarity
Away
VAN
Vancouver Canucks
5
Home
FLA
Florida Panthers
8
FINAL
Process vs result

The underlying story

2.66Expected goals4.95
65% share for the better side
15Shot attempts (SOG)41
7High-danger chances8
53Corsi (all attempts)70
Score-adjusted: 47% / 53%
Source · NHL play-by-play · XGBoost xG

The underlying play was lopsided — Florida controlled 73% of shot attempts (41–15 at 5v5) and 65% of expected goals (4.95–2.66). The 8-5 scoreline belongs to variance. The Panthers overperformed their xG by 3.05 goals; Vancouver overperformed theirs by 2.34. Both teams won on luck.

Florida's true edge came from efficiency. They generated 0.071 expected goals per shot versus Vancouver's 0.050 — a gap that mattered when high-danger chances stayed tight (8–7 to Florida). Better looks converted better.

The rush game split the difference. Florida scored 5 on 33 rush chances; Vancouver scored 4 on 18. The Canucks were more efficient per attempt, but the Panthers' volume advantage mattered more.

Goaltending played no role in the outcome. J. Patera allowed 2.1 goals more than expected; S. Bobrovsky allowed 2.34 more. Both faced workload spikes their underlying metrics didn't predict.

Florida's power play was the true differentiator: 2 goals on 15 power-play shots, well above the 1.09 xG those looks generated. That conversion rate turned a close underlying matchup into a definitive result.

The Panthers won by imposing volume, efficiency, and power-play execution. The Canucks lost because they couldn't match the shot volume, and variance at both ends kept them closer than their xG suggested.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
VAN4 / 7 · 1.69 xG
FLA2 / 8 · 2.39 xG
Medium dangermid-range
VAN1 / 5 · 0.51 xG
FLA5 / 16 · 1.86 xG
Low dangerperimeter & point
VAN0 / 41 · 0.46 xG
FLA1 / 46 · 0.69 xG

FLA went 5-for-16 from medium danger on 1.86 expected goals — 3.1 above expected.

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

Finishing vs expected

expectedactual
VAN
5 G · 2.66 xG · +2.3
FLA
8 G · 4.95 xG · +3.0
0123456789
Goalies · GSAx (goals saved above expected)
J. PateraVAN
-2.1
S. BobrovskyFLA
-2.3

VAN finished +2.3 against expected, FLA +3.0 — S. Bobrovsky (FLA) allowed 2.3 more goals than expected.

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

Shot diet

goalsshots
VAN
SNAP2/19
WRIST2/2
SLAP0/4
TIP IN0/2
BACKHAND1/2
POKE0/1
WRAP AROUND0/0
OTHER0/23
FLA
SNAP5/16
WRIST2/23
SLAP0/6
TIP IN1/4
BACKHAND0/2
POKE0/0
WRAP AROUND0/1
OTHER0/18
VAN
FLA
Off the rush
4 G on 18 · 1.76 xG
5 G on 33 · 3.96 xG
Off rebounds
1 G on 3 · 0.75 xG
0 G on 1 · 0.07 xG

Snap shots carried the volume: VAN went 2-for-19, FLA 5-for-16. FLA scored 5 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
Q. Hughes
#43 · D · VAN
0 G · 3 A · 1 SOG · 29:39 TOI
S. Reinhart
#13 · C · FLA
0 G · 3 A · 3 SOG · 24:41 TOI · +1
S. Jones
#3 · D · FLA
2 G · 0 A · 5 SOG · 24:23 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • FLA had the shot volume but the chances weren't dangerous.
  • J. Patera (VAN) gave up 2.1 goals more than expected — well below their workload.
  • Open game — 15 high-danger chances combined (FLA 8, VAN 7).
  • FLA generated far more dangerous chances — 0.071 xG/shot vs 0.050. Quality over quantity.
  • VAN was clinical in the high-danger zone — 4/7 on HD chances (57%).
  • FLA was lethal off the rush — 5 goals on 33 rush chances.
  • VAN was lethal off the rush — 4 goals on 18 rush chances.
  • VAN created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • FLA outperformed their expected goals by 3.0 — elite finishing or lucky bounces.
  • VAN outperformed their expected goals by 2.3 — elite finishing or lucky bounces.
  • FLA power play was dominant — 2 PPG on 15 PP shots (1.09 xG).
Before the game — the model's pre-game read
Preview · VAN at FLA · 7:00 PM ET

The Panthers are the model's lean over the Canucks — with PDO regression in play

By the ModelJul 11, 4:26 PMEdited for clarity
Win probability

The model's lean

57%
FLA
Model favorite
43%
57%
VAN50FLA

FLA by 14 points of win probability — a modest lean. Projected score VAN 2.42.8 FLA; 18% chance it's tied after 60.

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

Tale of the tape

VAN← edge
edge →FLA
44.0%5v5 xG%49.0%
46.0%Corsi%52.0%
2.22xGF / 602.48
2.81xGA / 602.56
1.60Goals for / gm1.98
2.56Goals against / gm2.21
0.974PDO — luck, not skill0.989

FLA holds 6 of 6 process categories — and PDO (0.974 vs 0.989) says FLA has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.4–2.8 goal outcome favoring Florida, putting the Panthers at 57% win probability. That edge rests on dominant underlying play—one that the Canucks' goaltending and variance cannot indefinitely sustain.

The Panthers control the territorial battle. They generate 49.0% of expected goals at 5v5 against Vancouver's 44.0%, and hold a 52.0% Corsi share. This isn't noise; it reflects consistent dominance in shot volume and shot quality. Florida enters with a 0.989 PDO, suggesting efficient goaltending or good fortune, but anchored to real play.

Vancouver carries two vulnerabilities. They're underwater at minus-5 in goal differential over their last 10 games—the kind of hole that compounds. More pressingly, their 0.974 PDO signals regression risk. The Canucks are running cold and due to regress upward, but that relief rarely arrives on schedule, especially against a team running hot in both underlying metrics and outcomes.

K. Lankinen sits on a back-to-back, complicating Florida's equation. A tired starter or a backup appearance could blunt the Panthers' edge, but the model doesn't seem to account for that variance.

Players to Watch

VAN

  • Filip Chytil — 1.03 xG/60, 3G 0A, 1 HD goal, 15.0% shooting
  • Drew O'Connor — 0.85 xG/60, 13G 11A, 3 HD goals, 11.8% shooting

FLA

  • Sam Bennett — 0.97 xG/60, 18G 19A, 6 HD goals, 13.1% shooting
  • Brad Marchand — 0.93 xG/60, 17G 9A, 3 HD goals, 19.5% shooting

The math favors Florida's depth and underlying efficiency, but Vancouver's PDO floor creates a path to outperformance. That collision point—regression and variance—is where the real game lives.

Computed danger · scouting

Players to watch

VAN
Filip Chytil3G 0A
1.03 xG/60 · 1 HD · 15.0% sh
Drew O'Connor13G 11A
0.85 xG/60 · 3 HD · 11.8% sh
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
Source · MoneyPuck skaters