Backcheck
Recap · BOS at VAN

Bruins edge the Canucks in overtime

The Bruins stole one. They lost the expected-goals battle 3.45–4.09 and won anyway.

By the ModelJul 11, 11:31 PMxG: xgboost-0.758Edited for clarity
Away
BOS
Boston Bruins
3
Home
VAN
Vancouver Canucks
2
FINAL / OT
Process vs result

The underlying story

3.45Expected goals4.09
54% share for the better side
22Shot attempts (SOG)34
6High-danger chances6
53Corsi (all attempts)70
Score-adjusted: 42% / 58%
Source · NHL play-by-play · XGBoost xG

The Canucks controlled this game on the scoresheet but not on the scoreboard. Expected goals favored Vancouver 4.09–3.45, a significant advantage that didn't translate to the result. The Bruins won 3-2 in overtime anyway.

Possession was a near-rout. The Canucks held 61% of shot attempts (34–22 on goal) and matched Boston on high-danger chances (6–6 each). They did everything right except finish—0 for 6 on their best looks. That conversion drought won't repeat; Vancouver routinely buried chances at that rate.

Swayman stole the show in net. He finished 32 for 34 (0.941 SV%), overperforming expected results by 2.09 goals. The Canucks' inability to convert hurt, but on a night when the underlying numbers said the game should be close, Swayman tipped the scales decisively in Boston's favor. Lankinen made 19 of 22 saves and faced a harder job, but the difference was clear in the crease.

Both teams showed teeth on the rush. Vancouver was lethal there: 2 goals on 33 chances. Boston matched it: 2 goals on 28 attempts. Not efficient, but effective when it mattered.

The turning point came at 04:41 of overtime—F. Minten's backhander from the doorstep. It was Minten's second goal of the night, making him the architect of Boston's win despite the underlying numbers suggesting a Canucks advantage.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
BOS2 / 6 · 1.48 xG
VAN0 / 6 · 1.39 xG
Medium dangermid-range
BOS1 / 11 · 1.25 xG
VAN1 / 15 · 1.83 xG
Low dangerperimeter & point
BOS0 / 36 · 0.72 xG
VAN1 / 49 · 0.87 xG

VAN went 0-for-6 from high danger on 1.39 expected goals — 1.4 left on the table.

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

Finishing vs expected

expectedactual
BOS
3 G · 3.45 xG · -0.5
VAN
2 G · 4.09 xG · -2.1
012345
Goalies · GSAx (goals saved above expected)
J. SwaymanBOS
+2.1
K. LankinenVAN
+0.5

BOS finished -0.5 against expected, VAN -2.1 — J. Swayman (BOS) saved 2.1 goals above expected.

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

Shot diet

goalsshots
BOS
WRIST0/29
SLAP0/2
TIP IN1/4
BACKHAND1/2
SNAP1/3
DEFLECTED0/0
POKE0/0
OTHER0/13
VAN
WRIST0/26
SLAP0/9
TIP IN0/6
BACKHAND0/7
SNAP0/0
DEFLECTED2/3
POKE0/1
OTHER0/18
BOS
VAN
Off the rush
2 G on 28 · 2.82 xG
2 G on 33 · 2.49 xG
Off rebounds
1 G on 6 · 0.55 xG
0 G on 6 · 1.04 xG

Wrist shots carried the volume: BOS went 0-for-29, VAN 0-for-26. BOS scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
F. Hronek
#17 · D · VAN
1 G · 1 A · 1 SOG · 30:01 TOI · +1
D. Pastrnak
#88 · R · BOS
0 G · 2 A · 2 SOG · 22:07 TOI
F. Minten
#93 · C · BOS
2 G · 0 A · 6 SOG · 20:30 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Swayman (BOS) stopped 2.1 goals above expected.
  • VAN couldn't convert — 0/6 on high-danger chances. That won't happen often.
  • VAN was lethal off the rush — 2 goals on 33 rush chances.
  • BOS was lethal off the rush — 2 goals on 28 rush chances.
  • VAN created 6 rebound opportunities (0 converted) — crashing the net effectively.
  • BOS created 6 rebound opportunities (1 converted) — crashing the net effectively.
  • VAN underperformed xG by 2.1 — wasted quality chances.
  • J. Swayman (BOS) saved 2.1 goals above expected — stole the show.
  • J. Swayman was a wall on HD chances — 100% SV on 6 high-danger shots.
Before the game — the model's pre-game read
Preview · BOS at VAN · 10:00 PM ET

Bruins at Canucks: a genuine coin flip

By the ModelJul 11, 11:09 PMEdited for clarity
Win probability

The model's lean

51%
BOS
Model favorite
51%
49%
BOS50VAN

BOS by 2 points of win probability — effectively a coin flip. Projected score BOS 2.62.6 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

BOS← edge
edge →VAN
47.0%5v5 xG%44.0%
49.0%Corsi%46.0%
2.39xGF / 602.22
2.67xGA / 602.81
2.22Goals for / gm1.60
1.82Goals against / gm2.56
1.023PDO — luck, not skill0.974

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

Source · MoneyPuck season tables · 5v5

The model calls this one perfectly even: the Bruins at 51% win probability, both teams projected at 2.6 goals. This is about as close to a pick'em as you'll find.

Both teams have collapsed recently. Vancouver sits -5 in goal differential over its last 10 games; Boston is worse at -9. Yet both carry modest underlying advantages at 5v5. The Bruins own a 47.0% expected goals share and 49.0% Corsi percentage, while the Canucks manage 44.0% xG% and 46.0% Corsi. The gap exists but is too narrow to settle this one.

Luck tilts the balance. Boston's 1.023 PDO means it has run hot—converting at rates that won't last. Vancouver's 0.974 is the inverse: the Canucks are running cold and statistically due for positive regression. Both teams have leaned hard on extremes, embedding risk on both sides.

Players to Watch

Boston: Viktor Arvidsson anchors the attack at 1.04 expected goals per 60 minutes, with 18 goals, 24 assists, and 2 high-danger goals. His 13.0% shooting rate is well above average. Tanner Jeannot follows at 0.75 xG/60 with 6 goals and 14 assists. His 2 high-danger goals are notable given an 8.3% shooting rate, suggesting Vancouver's defense will need to limit his opportunities.

Vancouver: Filip Chytil leads with 1.03 xG/60 but has just 3 goals and 0 assists—his chance creation far exceeds his line's finishing. He carries 1 high-danger goal. Drew O'Connor is the volume scorer: 13 goals, 11 assists, and 3 high-danger markers. At 11.8% shooting, he is a genuine threat, not a mirage.

Boston's edge comes from sustaining Arvidsson and managing the Canucks' high-danger looks. Vancouver's path requires Chytil's volume to finally convert and O'Connor to stay efficient. Both teams have leaked chances at 5v5; the Canucks' recent cold spell makes them likelier to continue doing so.

The model reflects the matchup's truth: evenly matched teams, each structurally sound and tactically vulnerable. Toss a coin.

Computed danger · scouting

Players to watch

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
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