Backcheck
Recap · VAN at BOS

Canucks steal one from the Bruins against the run of play

The Canucks stole one. They lost the expected-goals battle 2.56–5.38 and won anyway.

By the ModelJul 11, 9:16 PMxG: xgboost-0.758Edited for clarity
Away
VAN
Vancouver Canucks
5
Home
BOS
Boston Bruins
4
FINAL / OT
Process vs result

The underlying story

2.56Expected goals5.38
68% share for the better side
23Shot attempts (SOG)43
3High-danger chances9
47Corsi (all attempts)74
Score-adjusted: 39% / 61%
Source · NHL play-by-play · XGBoost xG

The Canucks beat the Bruins 5-4 in a shootout despite losing the expected-goals battle 5.38–2.56. Boston had 68% of the xG at 5v5 and still lost — this was a heist.

The Bruins dominated shot volume, landing 43 attempts to Vancouver's 23. Expected goals told the same story: 68–32 split in Boston's favor. High-danger chances went 9–3 to Boston. By every process metric, the Bruins were superior.

The Canucks won anyway. K. Lankinen made 39 saves on 43 shots with a 0.907 save percentage, outperforming his expected performance by 1.38 goals. J. Swayman, meanwhile, stopped only 19 of 23, posting an 0.826 save percentage — 1.44 goals worse than expected. Variance tilted hard toward Vancouver's goaltender.

Boston's efficiency numbers were elite: they generated 0.073 expected goals per shot compared to Vancouver's 0.054. Yet they failed to convert. The Bruins scored three goals from low-danger chances, the kind a goaltender must steal. They were lethal in transition, too — three goals on 28 rush chances — but Vancouver matched that intensity with four goals on just 20 rush opportunities.

The sequence that decided it came in the shootout. Liam Ohgren's backhander from the doorstep sent Vancouver home with the win.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
VAN0 / 3 · 0.75 xG
BOS1 / 9 · 2.73 xG
Medium dangermid-range
VAN3 / 10 · 1.27 xG
BOS0 / 15 · 1.83 xG
Low dangerperimeter & point
VAN1 / 34 · 0.54 xG
BOS3 / 50 · 0.82 xG

BOS went 3-for-50 from low danger on 0.82 expected goals — 2.2 above expected.

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

Finishing vs expected

expectedactual
VAN
5 G · 2.56 xG · +2.4
BOS
4 G · 5.38 xG · -1.4
0123456
Goalies · GSAx (goals saved above expected)
K. LankinenVAN
+1.4
J. SwaymanBOS
-1.4

VAN finished +2.4 against expected, BOS -1.4 — J. Swayman (BOS) allowed 1.4 more goals than expected.

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

Shot diet

goalsshots
VAN
WRIST2/14
SNAP1/6
SLAP0/4
BACKHAND0/6
TIP IN1/3
DEFLECTED0/1
WRAP AROUND0/1
OTHER0/12
BOS
WRIST3/31
SNAP1/11
SLAP0/8
BACKHAND0/4
TIP IN0/2
DEFLECTED0/1
WRAP AROUND0/0
OTHER0/17
VAN
BOS
Off the rush
4 G on 20 · 2.06 xG
3 G on 28 · 3.05 xG
Off rebounds
0 G on 1 · 0.08 xG
0 G on 7 · 1.55 xG

Wrist shots carried the volume: VAN went 2-for-14, BOS 3-for-31. VAN scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
L. Karlsson
#94 · C · VAN
2 G · 1 A · 3 SOG · 13:01 TOI · +1
M. Geekie
#39 · C · BOS
1 G · 1 A · 4 SOG · 18:39 TOI · +1
L. Ohgren
#92 · L · VAN
1 G · 1 A · 3 SOG · 12:21 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • VAN stole this one. BOS owned 68% of the xG and lost.
  • K. Lankinen (VAN) stopped 1.4 goals above expected.
  • J. Swayman (BOS) gave up 1.4 goals more than expected — well below their workload.
  • BOS generated far more dangerous chances — 0.073 xG/shot vs 0.054. Quality over quantity.
  • BOS scored 3 goals from low-danger spots — the opposing goalie needs to have those.
  • BOS was lethal off the rush — 3 goals on 28 rush chances.
  • VAN was lethal off the rush — 4 goals on 20 rush chances.
  • BOS created 7 rebound opportunities (0 converted) — crashing the net effectively.
Before the game — the model's pre-game read
Preview · VAN at BOS · 7:00 PM ET

Canucks at Bruins: a genuine coin flip

By the ModelJul 11, 9:15 PMEdited for clarity
Win probability

The model's lean

55%
BOS
Model favorite
45%
55%
VAN50BOS

BOS by 10 points of win probability — a modest lean. Projected score VAN 2.42.7 BOS; 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 →BOS
44.0%5v5 xG%47.0%
46.0%Corsi%49.0%
2.22xGF / 602.39
2.81xGA / 602.67
1.60Goals for / gm2.22
2.56Goals against / gm1.82
0.974PDO — luck, not skill1.023

BOS holds 6 of 6 process categories — and PDO (0.974 vs 1.023) says BOS has run hotter.

Source · MoneyPuck season tables · 5v5

The model calls this pick'em: Vancouver 2.4–2.7 goals, Boston 55% to win. When you look at underlying strength, there's almost no separation.

Vancouver is minus-5 in goal differential over its last 10. The Canucks' 44.0% xG% trails Boston's 47.0%, and the Corsi split (46.0% vs. 49.0%) confirms it: the Bruins create more chances and control the puck. But Vancouver's PDO of 0.974 is running cold, and regression is available. Boston's PDO sits at 1.023—the inverse. The Bruins are running hot, and some of that luck evaporates.

Rest tips the scale slightly toward Vancouver: the Bruins have 1 day off; the Canucks have 3. That's meaningful for a team whose underlying metrics suggest it's close enough to win with fresh legs.

J. Swayman, though, is on a back-to-back. Watch for Boston to start a backup, or a tired starter who doesn't have his usual edge. That's a wildcard.

The matchups are tight. Vancouver's Filip Chytil generates 1.03 xG per 60 and has 3 goals on 15.0% shooting—elite volume and precision. He clears space for Drew O'Connor, who has 13 goals and shoots 11.8%. Boston counters with Viktor Arvidsson: 1.04 xG per 60, 18 goals, and the rare player who both creates and finishes at scale. Tanner Jeannot (0.75 xG/60, 6 goals, 8.3% shooting) operates in the secondary tier.

Boston's defensive weak link is Elias Lindholm. Vancouver's is Victor Mancini. The Bruins' puck possession edge—49.0% Corsi—matters most when Lindholm is on his heels. Conversely, Mancini can be exploited by the Canucks' more aggressive forecheck.

PDO favors Vancouver. Rest favors Vancouver. Puck possession, goaltending health, and top-line punch favor Boston. The edges cancel. Flip.

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
BOS
Viktor Arvidsson18G 24A
1.04 xG/60 · 2 HD · 13.0% sh
Tanner Jeannot6G 14A
0.75 xG/60 · 2 HD · 8.3% sh
Source · MoneyPuck skaters