Backcheck
Recap · VAN at TBL

K. Lankinen stands tall as the Canucks edge the Lightning

The Canucks stole one. They lost the expected-goals battle 2.36–4.84 and won anyway.

By the ModelJul 11, 4:21 PMxG: xgboost-0.758Edited for clarity
Away
VAN
Vancouver Canucks
6
Home
TBL
Tampa Bay Lightning
2
FINAL
Process vs result

The underlying story

2.36Expected goals4.84
67% share for the better side
18Shot attempts (SOG)30
2High-danger chances11
37Corsi (all attempts)60
Score-adjusted: 38% / 62%
Source · NHL play-by-play · XGBoost xG

The Canucks stole this one. Vancouver won 6-2 despite losing the xG battle 4.84–2.36 — the Lightning controlled 67% of expected goals.

K. Lankinen is why the scoreboard doesn't match the chances. The goaltender stopped 28 of 30 shots with a 0.933 SV%, saving 2.84 goals above expected. On high-danger attempts, he was perfect: 11 for 11.

Tampa Bay made this easy to steal. The Lightning held 62% of shot attempts (30–18 on goal), created 11 high-danger chances, and converted none. Their only reliable layer was the rush: 2 goals on 29 chances. J. Johansson's 12 saves on 17 shots (0.706 SV%) reflected the gap between their dominance and their execution. He gave up 2.64 goals above expected, well below his team's workload.

Vancouver's finish was elite, if temporary. They outperformed their xG by 3.64 goals, converting at a rate unsustainable over a season. The Canucks' rush attack was clinical — 4 goals on 17 chances — and with Lankinen's perfect night, it held.

Marcus Pettersson's wrist shot from the high slot at 16:57 of the third period was the turning point, the moment when Tampa's dominance stopped mattering.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
VAN2 / 2 · 0.96 xG
TBL0 / 11 · 2.58 xG
Medium dangermid-range
VAN4 / 9 · 0.98 xG
TBL1 / 13 · 1.51 xG
Low dangerperimeter & point
VAN0 / 26 · 0.42 xG
TBL1 / 36 · 0.76 xG

VAN went 4-for-9 from medium danger on 0.98 expected goals — 3.0 above expected.

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

Finishing vs expected

expectedactual
VAN
6 G · 2.36 xG · +3.6
TBL
2 G · 4.84 xG · -2.8
01234567
Goalies · GSAx (goals saved above expected)
K. LankinenVAN
+2.8
J. JohanssonTBL
-2.6

VAN finished +3.6 against expected, TBL -2.8 — K. Lankinen (VAN) saved 2.8 goals above expected.

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

Shot diet

goalsshots
VAN
SNAP1/14
TIP IN4/6
SLAP0/2
BACKHAND0/0
WRIST1/5
DEFLECTED0/0
WRAP AROUND0/0
OTHER0/10
TBL
SNAP0/27
TIP IN1/6
SLAP1/6
BACKHAND0/7
WRIST0/0
DEFLECTED0/2
WRAP AROUND0/1
OTHER0/11
VAN
TBL
Off the rush
4 G on 17 · 1.27 xG
2 G on 29 · 3.05 xG
Off rebounds
0 G on 0 · 0.00 xG
0 G on 6 · 0.91 xG

Snap shots carried the volume: VAN went 1-for-14, TBL 0-for-27. VAN scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
Q. Hughes
#43 · D · VAN
0 G · 4 A · 4 SOG · 23:48 TOI · +1
F. Hronek
#17 · D · VAN
0 G · 2 A · 0 SOG · 21:23 TOI · +1
E. Pettersson
#40 · C · VAN
0 G · 2 A · 1 SOG · 19:52 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • VAN stole this one. TBL owned 67% of the xG and lost.
  • K. Lankinen (VAN) stopped 2.8 goals above expected.
  • J. Johansson (TBL) gave up 2.6 goals more than expected — well below their workload.
  • TBL couldn't convert — 0/11 on high-danger chances. That won't happen often.
  • TBL was lethal off the rush — 2 goals on 29 rush chances.
  • VAN was lethal off the rush — 4 goals on 17 rush chances.
  • TBL created 6 rebound opportunities (0 converted) — crashing the net effectively.
  • TBL underperformed xG by 2.8 — wasted quality chances.
  • VAN outperformed their expected goals by 3.6 — elite finishing or lucky bounces.
  • K. Lankinen (VAN) saved 2.8 goals above expected — stole the show.
  • K. Lankinen was a wall on HD chances — 100% SV on 11 high-danger shots.
Before the game — the model's pre-game read
Preview · VAN at TBL · 5:00 PM ET

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

By the ModelJul 11, 4:20 PMEdited for clarity
Win probability

The model's lean

61%
TBL
Model favorite
39%
61%
VAN50TBL

TBL by 22 points of win probability — a clear lean. Projected score VAN 2.32.9 TBL; 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 →TBL
44.0%5v5 xG%54.0%
46.0%Corsi%53.0%
2.22xGF / 602.67
2.81xGA / 602.28
1.60Goals for / gm2.38
2.56Goals against / gm1.85
0.974PDO — luck, not skill1.019

TBL holds 6 of 6 process categories — and PDO (0.974 vs 1.019) says TBL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.2–2.9 goal Lightning victory with Tampa Bay at 61% win probability. That lean rests on one foundation: the Lightning control the underlying play.

Tampa Bay owns 54.0% 5v5 expected goals against Vancouver's 44.0%. They dictate possession at 53.0% Corsi, meaning the Lightning will spend the night in Canuck territory. Vancouver enters the game already wounded: -8 goal differential over its last 10, while Tampa Bay has surged to 8-2-0 in the same span.

But there's a macro wrinkle. The Lightning are running at 1.019 PDO—hot enough to expect regression. Vancouver sits at 0.974, cold enough to deserve positive regression back toward the mean. The 54.0% xG and 53.0% Corsi advantage remain real even if the PDO compression narrows the margin.

The goaltending matchup adds friction. A. Vasilevskiy faces a back-to-back, as does K. Lankinen. Both could see backup time, or both could start fatigued. Neither scenario favors the favorites.

Brandon Hagel leads Tampa Bay's charge: 1.10 xG/60 at 15.8% shooting on 23 goals. He's the razor's edge—when he's clicking, the Lightning finish plays the models predict. Anthony Cirelli, riding 17.0% shooting, sits at 0.95 xG/60 with 5 high-danger goals. Vancouver's Filip Chytil poses the counter-threat: 3 goals on 15.0% shooting, though his 1.03 xG/60 trails Hagel's production rate. Drew O'Connor has 13 goals on 11.8% shooting (0.85 xG/60), a secondary threat built on conversion over volume.

Victor Mancini represents Vancouver's defensive weak link. Victor Hedman carries that burden for Tampa Bay. In a tight game—and even the model's lean to Tampa Bay still has Vancouver within striking distance—these pairings could tip the balance.

The model favors Tampa Bay because they've earned it in play volume and efficiency. The Lightning's territorial control and expected-goal edge suggest they'll get chances. If Vancouver gets lucky, that could close the gap the underlying play has opened. If Tampa Bay converts at a sustainable rate instead of 1.019, they'll still be operating ahead of the opponent.

Tampa Bay's form—8-2-0—gives them momentum the numbers validate. That's the bet the 61% probability encodes.

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
TBL
Brandon Hagel23G 26A
1.10 xG/60 · 2 HD · 15.8% sh
Anthony Cirelli15G 18A
0.95 xG/60 · 5 HD · 17.0% sh
Source · MoneyPuck skaters