Backcheck
Recap · VAN at CBJ

Blue Jackets run the Canucks off the ice on the underlying numbers

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

By the ModelJul 12, 12:55 AMxG: xgboost-0.758Edited for clarity
Away
VAN
Vancouver Canucks
1
Home
CBJ
Columbus Blue Jackets
4
FINAL
Process vs result

The underlying story

2.98Expected goals5.49
65% share for the better side
31Shot attempts (SOG)36
3High-danger chances12
59Corsi (all attempts)79
Score-adjusted: 47% / 53%
Source · NHL play-by-play · XGBoost xG

Columbus created high-danger chances at a 4-to-1 rate (12–3) and controlled 65% of expected goals (5.49–2.98), yet both goalies' performances suppressed what should have been a more decisive result. E. Merzlikins saved 1.98 goals above expected while K. Lankinen saved 1.49—each overperforming against their respective chances. The scoreline misses what the underlying numbers reveal: E. Merzlikins stole a game Columbus was already winning.

The Blue Jackets held 54% of shot attempts (36–31) and generated superior danger throughout. They recorded 0.070 expected goals per shot versus Vancouver's 0.051, a quality advantage that manifested on the rush: 4 goals on 31 chances, a ruthless conversion rate. Their finish inside the high-danger area betrayed them—0 for 12—but K. Lankinen's perfection there (12 for 12 saves on high-danger looks) negated what could have been a rout.

Kent Johnson's wrist shot from the slot in the third period (10:13) typified Columbus's control. They dominated through shot volume (36 attempts), rebounding aggression (11 opportunities created), and consistent chance quality. Vancouver managed three high-danger chances and underperformed their 2.98 expected goals by 1.98; Columbus underperformed their 5.49 by 1.49. Both teams left goals on the table, but Columbus had far more to leave.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
VAN0 / 3 · 0.61 xG
CBJ0 / 12 · 2.74 xG
Medium dangermid-range
VAN1 / 13 · 1.70 xG
CBJ3 / 19 · 2.13 xG
Low dangerperimeter & point
VAN0 / 43 · 0.68 xG
CBJ1 / 48 · 0.62 xG

CBJ went 0-for-12 from high danger on 2.74 expected goals — 2.7 left on the table.

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

Finishing vs expected

expectedactual
VAN
1 G · 2.98 xG · -2.0
CBJ
4 G · 5.49 xG · -1.5
0123456
Goalies · GSAx (goals saved above expected)
K. LankinenVAN
+1.5
E. MerzlikinsCBJ
+2.0

VAN finished -2.0 against expected, CBJ -1.5 — E. Merzlikins (CBJ) saved 2.0 goals above expected.

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

Shot diet

goalsshots
VAN
WRIST0/17
BACKHAND0/5
SNAP1/9
SLAP0/6
TIP IN0/4
DEFLECTED0/1
BAT0/0
WRAP AROUND0/0
OTHER0/17
CBJ
WRIST3/37
BACKHAND1/10
SNAP0/4
SLAP0/3
TIP IN0/3
DEFLECTED0/0
BAT0/1
WRAP AROUND0/1
OTHER0/20
VAN
CBJ
Off the rush
1 G on 24 · 1.84 xG
4 G on 31 · 3.18 xG
Off rebounds
0 G on 5 · 0.86 xG
0 G on 11 · 1.84 xG

Wrist shots carried the volume: VAN went 0-for-17, CBJ 3-for-37. CBJ scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
K. Johnson
#91 · C · CBJ
1 G · 1 A · 2 SOG · 17:36 TOI · +1
K. Marchenko
#86 · R · CBJ
1 G · 1 A · 3 SOG · 17:03 TOI · +1
Z. Werenski
#8 · D · CBJ
1 G · 0 A · 5 SOG · 25:32 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • VAN generated higher-quality looks than the shot total suggests.
  • K. Lankinen (VAN) stopped 1.5 goals above expected.
  • Open game — 15 high-danger chances combined (CBJ 12, VAN 3).
  • CBJ generated far more dangerous chances — 0.070 xG/shot vs 0.051. Quality over quantity.
  • CBJ couldn't convert — 0/12 on high-danger chances. That won't happen often.
  • CBJ was lethal off the rush — 4 goals on 31 rush chances.
  • CBJ created 11 rebound opportunities (0 converted) — crashing the net effectively.
  • VAN created 5 rebound opportunities (0 converted) — crashing the net effectively.
  • VAN underperformed xG by 2.0 — wasted quality chances.
  • K. Lankinen was a wall on HD chances — 100% SV on 12 high-danger shots.
  • E. Merzlikins (CBJ) saved 2.0 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · VAN at CBJ · 7:00 PM ET

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

By the ModelJul 12, 12:53 AMEdited for clarity
Win probability

The model's lean

59%
CBJ
Model favorite
41%
59%
VAN50CBJ

CBJ by 18 points of win probability — a clear lean. Projected score VAN 2.32.9 CBJ; 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 →CBJ
44.0%5v5 xG%52.0%
46.0%Corsi%51.0%
2.22xGF / 602.63
2.81xGA / 602.43
1.60Goals for / gm2.12
2.56Goals against / gm1.98
0.974PDO — luck, not skill1.003

CBJ holds 6 of 6 process categories — and PDO (0.974 vs 1.003) says CBJ has run hotter.

Source · MoneyPuck season tables · 5v5

Columbus is the play. The model projects a 2.3–2.9 game and assigns the Blue Jackets a 59% win probability.

The form split is stark. Columbus has posted a 5-4-1 record over its last 10 games; Vancouver sits at -22 goal differential in the same stretch. That's a team performing against one underperforming.

The underlying play backs the projection. Columbus controls 52.0% of 5v5 xG versus Vancouver's 44.0%—an edge that reflects territorial control and the quality of chances being created. The shot-attempt share tells the same story: Blue Jackets at 51.0% Corsi, Canucks at 46.0%. This is consistent play advantage.

PDO adds nuance to Vancouver's position. The Canucks are at 0.974, running cold relative to their underlying metrics, which statistically implies regression ahead. But here's the distinction: regression describes where a team stands relative to its shot quality, not when that correction materializes. Columbus sits at 1.003, almost exactly where its play suggests it should be.

Goaltending presents a complication. Both J. Greaves and K. Lankinen are on back-to-backs, which raises the likelihood of a backup start or diminished performance. A fatigued or replaced starter compounds Columbus's territorial advantage.

Players to Watch

VAN

  • Filip Chytil — 1.03 xG/60, 3G 0A, 1 HD goals, 15.0% shooting
  • Drew O'Connor — 0.85 xG/60, 13G 11A, 3 HD goals, 11.8% shooting

CBJ

  • Boone Jenner — 0.98 xG/60, 11G 21A, 2 HD goals, 9.6% shooting
  • Mathieu Olivier — 0.89 xG/60, 12G 9A, 1 HD goals, 13.3% shooting
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
CBJ
Boone Jenner11G 21A
0.98 xG/60 · 2 HD · 9.6% sh
Mathieu Olivier12G 9A
0.89 xG/60 · 1 HD · 13.3% sh
Source · MoneyPuck skaters