Backcheck
Recap · FLA at VAN

K. Lankinen stands tall as the Canucks edge the Panthers

The Canucks stole one. They lost the expected-goals battle 5.15–2.80 and won anyway.

By the ModelJul 12, 7:39 AMxG: xgboost-0.758Edited for clarity
Away
FLA
Florida Panthers
2
Home
VAN
Vancouver Canucks
5
FINAL
Process vs result

The underlying story

5.15Expected goals2.80
65% share for the better side
23Shot attempts (SOG)22
11High-danger chances5
62Corsi (all attempts)42
Score-adjusted: 65% / 35%
Source · NHL play-by-play · XGBoost xG

Vancouver's 5–2 win contradicts the underlying play: the Canucks were out-xGed 2.80 to 5.15 but won decisively. The Panthers controlled 65% of 5v5 expected goals—they were the better team by every metric except the score. K. Lankinen was the difference.

Lankinen saved 3.15 goals above expected on 21 of 23 shots (0.913 SV%). S. Bobrovsky allowed 2.20 more than expected. Vancouver's advantage came elsewhere: two power-play goals on 0.75 expected goals and five goals on 25 rush chances inflated the scoreline. That efficiency rate turned a close game into a blowout.

High-danger chances split 11–5 to Florida. Vancouver finished at 60% on their dangerous looks—the kind of conversion that decides close contests. Drew O'Connor's snap shot from the doorstep (P3, 14:25) was the game's critical moment.

Florida's execution fell short in the moments that mattered. Vancouver didn't miss.


Final: FLA 2 – VAN 5

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
FLA2 / 11 · 2.76 xG
VAN3 / 5 · 1.19 xG
Medium dangermid-range
FLA0 / 19 · 1.89 xG
VAN1 / 10 · 1.08 xG
Low dangerperimeter & point
FLA0 / 32 · 0.51 xG
VAN1 / 27 · 0.53 xG

FLA went 0-for-19 from medium danger on 1.89 expected goals — 1.9 left on the table.

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

Finishing vs expected

expectedactual
FLA
2 G · 5.15 xG · -3.1
VAN
5 G · 2.80 xG · +2.2
0123456
Goalies · GSAx (goals saved above expected)
S. BobrovskyFLA
-2.2
K. LankinenVAN
+3.2

FLA finished -3.1 against expected, VAN +2.2 — K. Lankinen (VAN) saved 3.2 goals above expected.

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

Shot diet

goalsshots
FLA
SNAP0/34
WRIST2/4
TIP IN0/5
BACKHAND0/5
SLAP0/1
BAT0/1
OTHER0/12
VAN
SNAP3/9
WRIST1/15
TIP IN0/4
BACKHAND0/1
SLAP1/2
BAT0/0
OTHER0/11
FLA
VAN
Off the rush
1 G on 30 · 3.00 xG
5 G on 25 · 2.51 xG
Off rebounds
1 G on 6 · 1.04 xG
0 G on 1 · 0.18 xG

Snap shots carried the volume: FLA went 0-for-34, VAN 3-for-9. VAN scored 5 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
B. Boeser
#6 · R · VAN
0 G · 3 A · 2 SOG · 17:33 TOI · +1
M. Rossi
#93 · C · VAN
1 G · 2 A · 2 SOG · 16:59 TOI · +1
M. Tkachuk
#19 · L · FLA
1 G · 1 A · 3 SOG · 18:18 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • VAN won despite being outplayed by xG (35%). Goaltending or finishing carried them.
  • VAN had the shot volume but the chances weren't dangerous.
  • K. Lankinen (VAN) stopped 3.2 goals above expected.
  • S. Bobrovsky (FLA) gave up 2.2 goals more than expected — well below their workload.
  • Open game — 16 high-danger chances combined (VAN 5, FLA 11).
  • VAN was clinical in the high-danger zone — 3/5 on HD chances (60%).
  • VAN was lethal off the rush — 5 goals on 25 rush chances.
  • FLA created 6 rebound opportunities (1 converted) — crashing the net effectively.
  • VAN outperformed their expected goals by 2.2 — elite finishing or lucky bounces.
  • FLA underperformed xG by 3.1 — wasted quality chances.
  • K. Lankinen (VAN) saved 3.1 goals above expected — stole the show.
  • VAN power play was dominant — 2 PPG on 11 PP shots (0.75 xG).
Before the game — the model's pre-game read
Preview · FLA at VAN · 10:00 PM ET

Panthers at Canucks: a genuine coin flip

By the ModelJul 12, 7:37 AMEdited for clarity
Win probability

The model's lean

52%
FLA
Model favorite
52%
48%
FLA50VAN

FLA by 4 points of win probability — effectively a coin flip. Projected score FLA 2.62.5 VAN; 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 →VAN
49.0%5v5 xG%44.0%
52.0%Corsi%46.0%
2.48xGF / 602.22
2.56xGA / 602.81
1.98Goals for / gm1.60
2.21Goals against / gm2.56
0.989PDO — luck, not skill0.974

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

Source · MoneyPuck season tables · 5v5

Florida and Vancouver are separated by a hair—the model projects a 2.6–2.5 game with the Panthers at 52% win probability, as close to a pick'em as you'll find.

Both teams are limping. The Canucks sit -17 in goal differential over their last 10 games; the Panthers are -9. Florida's stumble is less severe, an edge when margins are this tight.

The Panthers own the underlying play. At 49.0% expected goals and 52.0% Corsi, they're generating territorial dominance that should eventually translate to output. Vancouver counters with 44.0% xG and 46.0% Corsi, quieter numbers reflecting offensive struggle. These gaps aren't incidental—they suggest Florida is running more plays in dangerous areas.

But Vancouver carries a regression candidate's calling card. The Canucks' PDO sits at 0.974, lowest in this matchup, compared to Florida's 0.989. That gap means Vancouver is running cold by luck, not entirely by design, and a bounce is due.

D. Tarasov faces a back-to-back for Florida, a detail that could affect consistency in net.

Injuries reshape the equation. Brad Marchand (19.5% shooting, 0.93 xG/60) hasn't played in 11 days and is likely out. More critically, Filip Chytil (1.03 xG/60, 3G this season) hasn't suited up in 43 days and is likely unavailable. Chytil's absence is particularly costly—he's Vancouver's most efficient offensive threat.

That leaves Florida's depth comparatively healthy. Sam Bennett (18G 19A, 0.97 xG/60, 13.1% shooting) remains a functional first-line presence. Drew O'Connor (13G 11A, 0.85 xG/60, 11.8% shooting) carries Vancouver's offensive load in Chytil's void—a step down in efficiency.

The underlying advantage runs to Florida, but a night where Vancouver's colder luck reverses and absence-related gaps narrow would flip this in moments. That's why 52% exists: there's real money on both sides.

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
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
Source · MoneyPuck skaters