Backcheck
Recap · VAN at CHI

Canucks edge the Blackhawks in a shootout

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

By the ModelJul 12, 1:07 PMxG: xgboost-0.758Edited for clarity
Away
VAN
Vancouver Canucks
3
Home
CHI
Chicago Blackhawks
2
FINAL / OT
Process vs result

The underlying story

5.19Expected goals3.55
59% share for the better side
32Shot attempts (SOG)33
11High-danger chances7
65Corsi (all attempts)56
Score-adjusted: 56% / 44%
Source · NHL play-by-play · XGBoost xG

The Canucks dominated at 5v5 but still needed a shootout—a tension explained by goaltending. Vancouver controlled 59% of expected goals (5.19–3.55), but S. Knight (CHI) saved 3.19 goals above expected, keeping Chicago close despite weaker chances.

The shot volume was nearly even (51% for Chicago, 33–32 on goal), yet the quality gap was stark. Vancouver created 11 high-danger chances to Chicago's 7. Both teams underperformed their xG: Chicago by 1.55 (2 goals on 3.55 xG), Vancouver by 2.19 (3 goals on 5.19 xG).

K. Lankinen (VAN) was equally stingy, stopping 31 of 33 shots with a +1.55 save performance. The Canucks converted on the rush (2 goals on 30 chances), while Chicago created four rebound opportunities but converted only one.

Brock Boeser's wrist shot from the slot in the shootout decided it—a finish that rewarded Vancouver's underlying play, even if the result was closer than the numbers suggested.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
VAN2 / 11 · 2.73 xG
CHI1 / 7 · 1.60 xG
Medium dangermid-range
VAN0 / 19 · 2.01 xG
CHI1 / 13 · 1.46 xG
Low dangerperimeter & point
VAN0 / 35 · 0.45 xG
CHI0 / 36 · 0.49 xG

VAN went 0-for-19 from medium danger on 2.01 expected goals — 2.0 left on the table.

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

Finishing vs expected

expectedactual
VAN
3 G · 5.19 xG · -2.2
CHI
2 G · 3.55 xG · -1.6
0123456
Goalies · GSAx (goals saved above expected)
K. LankinenVAN
+1.6
S. KnightCHI
+3.2

VAN finished -2.2 against expected, CHI -1.6 — S. Knight (CHI) saved 3.2 goals above expected.

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

Shot diet

goalsshots
VAN
WRIST2/37
BACKHAND0/8
SNAP0/4
TIP IN0/2
SLAP0/3
WRAP AROUND0/0
OTHER0/11
CHI
WRIST1/26
BACKHAND0/4
SNAP0/5
TIP IN1/6
SLAP0/4
WRAP AROUND0/1
OTHER0/10
VAN
CHI
Off the rush
2 G on 30 · 3.27 xG
1 G on 23 · 2.05 xG
Off rebounds
0 G on 10 · 1.51 xG
1 G on 4 · 0.62 xG

Wrist shots carried the volume: VAN went 2-for-37, CHI 1-for-26. VAN scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
Q. Hughes
#43 · D · VAN
0 G · 1 A · 3 SOG · 30:08 TOI · -1
C. Garland
#8 · R · VAN
0 G · 1 A · 3 SOG · 23:19 TOI
F. Hronek
#17 · D · VAN
0 G · 1 A · 1 SOG · 22:31 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • CHI had the shot volume but the chances weren't dangerous.
  • K. Lankinen (VAN) stopped 1.6 goals above expected.
  • Open game — 18 high-danger chances combined (CHI 7, VAN 11).
  • VAN was lethal off the rush — 2 goals on 30 rush chances.
  • CHI created 4 rebound opportunities (1 converted) — crashing the net effectively.
  • VAN created 10 rebound opportunities (0 converted) — crashing the net effectively.
  • CHI underperformed xG by 1.6 — wasted quality chances.
  • VAN underperformed xG by 3.2 — wasted quality chances.
  • K. Lankinen (VAN) saved 1.6 goals above expected — stole the show.
  • S. Knight (CHI) saved 3.2 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · VAN at CHI · 8:30 PM ET

Canucks at Blackhawks: a genuine coin flip

By the ModelJun 16, 2:56 PMEdited for clarity
Win probability

The model's lean

50%
CHI
Model favorite
50%
50%
VAN50CHI

CHI by 0 points of win probability — effectively a coin flip. Projected score VAN 2.62.6 CHI; 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 →CHI
44.0%5v5 xG%42.0%
46.0%Corsi%46.0%
2.22xGF / 602.17
2.81xGA / 602.94
1.60Goals for / gm1.84
2.56Goals against / gm2.41
0.974PDO — luck, not skill0.996

The season numbers split 33 — no clear process edge — and PDO (0.974 vs 0.996) says CHI has run hotter.

Source · MoneyPuck season tables · 5v5

The model can't decide, and it shouldn't have to. Vancouver and Chicago project to an identical 2.6-goal outcome, with the Blackhawks priced at dead-even 50% to win—as close to a pick'em as sportsbooks offer.

On the underlying numbers, both teams look remarkably similar. Vancouver holds a 44.0% expected goals share at even strength to Chicago's 42.0%, but neither edge is meaningful. Their even-strength Corsi percentages are identical at 46.0%, suggesting the possession-level play is genuinely matched.

The divergence is in execution variance. Vancouver's PDO sits at 0.974, meaning the team is getting unlucky on both ends—scoring fewer goals per shot taken than expected, and giving up more. Chicago, meanwhile, is running hot at 0.996 PDO, slightly favoring the shot taker. That Vancouver number is running cold and overdue for positive regression; Chicago's is nearly neutral.

Where the Canucks show bite is through two wings generating elite shot quality. Filip Chytil is running 1.03 xG/60 with 3 goals, 0 assists, 1 hard-chance goal, and a 15.0% shooting percentage. Linus Karlsson carries similar dominance at 0.95 xG/60, with 13 goals, 16 assists, 2 hard-chance goals, and a 14.1% shooting rate.

Chicago counters with Tyler Bertuzzi, whose 20 goals, 15 assists, 7 hard-chance goals, and 0.85 xG/60 mark him as a lethal finisher—his 18.0% shooting percentage confirms it. Connor Bedard provides a different engine: 0.82 xG/60 with 17 goals, 27 assists, and 5 hard-chance goals make him a playmaker first, scorer second, reflected in his 11.8% shooting percentage.

Vancouver's defensive weak link is Victor Mancini; Chicago's is Anton Frondell. If either team can exploit those gaps, it flips the model.

  • Vancouver's PDO is running well below neutral and primed for positive regression.
  • Chytil and Karlsson are generating elite shot quality for the Canucks.
  • Bertuzzi and Bedard provide Chicago with different scoring pathways—volume and accuracy versus playmaking.
Computed danger · scouting

Players to watch

VAN
Filip Chytil3G 0A
1.03 xG/60 · 1 HD · 15.0% sh
Linus Karlsson13G 16A
0.95 xG/60 · 2 HD · 14.1% sh
CHI
Tyler Bertuzzi20G 15A
0.85 xG/60 · 7 HD · 18.0% sh
Connor Bedard17G 27A
0.82 xG/60 · 5 HD · 11.8% sh
Source · MoneyPuck skaters