Motion-blurred skater in a Columbus Blue Jackets sweater
Breakdown · VAN at CBJ

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

The verdict · earned

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

VAN 1 · CBJ 4
◆ By the ModelJul 12, 12:55 AMxG: xgboost-0.758Edited for clarityDrafted from NHL play-by-play by Backcheck's model, worded for clarity by an AI editor that may not change a number. Nobody at Backcheck was at the rink. How this works

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.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Jan 15
VAN
1
CBJ
4

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

Chances 3.0 – 5.5Did they deserve it? →
Did they deserve it?

The Blue Jackets earned this one.

Expected goals · chance value
VAN
2.98
CBJ
5.49
35% of the chances65%

The board read VAN 1, CBJ 4. The chances read VAN 3.0, CBJ 5.5.

Our xG model · NHL play-by-play · all situations
Luck check
CBJ
−1.5
goals above expected
CBJ5.49 expected · 4 scored
Expected
Scored
VAN2.98 expected · 1 scored
Expected
Scored

The Canucks left 2.0 goals on the table against what their chances were worth.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 17:25CBJC. CoylePP0–1
  2. P2 05:49CBJK. Marchenko0–2
  3. P2 10:14CBJZ. WerenskiPP0–3
  4. P2 14:09VANB. BoeserPP1–3
  5. P3 10:13CBJK. Johnson1–4
NHL play-by-play · chance value from our xG model
Where the shots came from
VAN
42 shots
1
Final
101 shots
CBJ
59 shots
4
VAN attackCBJ attack
VAN CBJ Goal
42
shots · 1 in
59
shots · 4 in
Every unblocked shot · press play to replay it
Chances by danger
VANCBJ
0 / 3
0.61 xG
High danger
0 / 12
2.74 xG
1 / 13
1.70 xG
Medium
3 / 19
2.13 xG
0 / 43
0.68 xG
Low
1 / 48
0.62 xG

The Canucks went 0 for 3 from the slot.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A
E. Merzlikins
+2.0
CBJ · 30/31
B+
K. Lankinen
+1.5
VAN · 32/36
The numbers, checked
BACKCHECK

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

A model, not a newsroom. Every number on these frames comes from the NHL's play-by-play and our own models. Nothing was watched, guessed or heard from anyone.

Read the full breakdown
backcheckreport.com
01 / 08 · Final
Every goal, in order

How it happened

NHL play-by-play
1stshots 11–15
  1. 17:25CBJC. Coylepower play(K. Marchenko, A. Fantilli)0–1
2ndshots 12–13
  1. 05:49CBJK. Marchenko0–2
  2. 10:14CBJZ. Werenskipower play(K. Johnson)0–3
  3. 14:09VANB. Boeserpower play(E. Pettersson, Z. Buium)1–3
3rdshots 8–8
  1. 10:13CBJK. Johnson(B. Jenner, D. Severson)1–4

score reads VAN–CBJ

Source · NHL play-by-play (api-web.nhle.com)
Process vs result

The numbers

XGBoost xG · NHL play-by-play
5.49
CBJ chances
Goals their shots were worth
−1.5
Finishing
Goals below what those chances were worth
1.034
CBJ puck luck
Above 1.000 — the bounces went their way
57.2%
Shot attempts
Over half — they had the puck more
Split by club

Who controlled the game

2.98Expected goals5.49
CBJ 65% of the chance quality
31Shots on goal36
3High-danger chances12
59All attempts (Corsi)79
Adjusted for score: VAN 47% · CBJ 53%
Faceoffs · CBJ won50%off25%neu58%def
Source · NHL play-by-play · XGBoost xG
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

VAN finished -2.0 against expected, CBJ -1.5.

Source · Backcheck xG model
Shot types · rush and rebound chancesopen +
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
New to these numbers?

Two things happened in this game: who created the better chances, and who put the puck in the net. They are not the same thing, and this page separates them on purpose.

The one to watch is expected goals— the best single read on who deserved to win. When it disagrees with the scoreboard, that disagreement is usually the story. Nothing here is a projection; every figure is computed from this game's play-by-play. Full glossary →

xG
Expected goals. Every shot scored by how often that exact look goes in. 2.5 xG means the chances were worth about two and a half goals.
HD
High-danger chances — shots from the slot and the crease, where shots actually become goals.
Corsi
Every shot attempt, including the ones that missed or got blocked. A rough read on who had the puck.
Adj.
Score-adjusted. Teams that trail shoot more and teams that lead sit back, so this corrects the attempt count for the scoreboard.
GSAx
Goals saved above expected. A positive number means the goalie stopped more than an average goalie would have on those shots.
PDO
Shooting % plus save % — a luck gauge. It sits near 1.000 over a season, so a game far from it usually means the bounces decided it.
Shot by shot

In the net

Graded on goals saved above expected
K. Lankinen
VAN · 32/36 · .889
+1.5
saved above expected
B+
the night
By dangerG/attxGsaved
High danger0/122.7+2.7
Medium3/192.1-0.9
Low1/480.6-0.4

A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

E. Merzlikins
CBJ · 30/31 · .968
+2.0
saved above expected
A
the night
By dangerG/attxGsaved
High danger0/30.6+0.6
Medium1/131.7+0.7
Low0/430.7+0.7

A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

101 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
VAN
42 shots
1
Final
101 shots
CBJ
59 shots
4
VAN attackCBJ attack
VAN CBJ Goal

Each club shoots toward its own end — VAN left, CBJ right — the way you would watch it. A dot's size is how dangerous the look was, from distance and angle; it is a proxy for shot quality, not the xG model the article is written from. Hover a dot for the shooter and the clock.

Ranked from the box score

Three stars

Points first
Three stars · computed, not voted
K. Johnson
#91 · C · CBJ
1 G · 1 A · 2 SOG · 17:36 on ice · +1
K. Marchenko
#86 · R · CBJ
1 G · 1 A · 3 SOG · 17:03 on ice · +1
Z. Werenski
#8 · D · CBJ
1 G · 0 A · 5 SOG · 25:32 on ice · +1
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Thu, Jan 15
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 12:53 AMEdited for clarityDrafted from NHL play-by-play by Backcheck's model, worded for clarity by an AI editor that may not change a number. Nobody at Backcheck was at the rink. How this works

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
What the model said beforehand

The model's lean

CBJ 59%
59%
CBJ
Model favorite
41%
59%
VAN50CBJ

CBJ by 18 points of win probability — a clear lean. Projected score VAN 2.3–2.9 CBJ; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season rates · 5v5

Tale of the tape

NHL stats API · our xG
VAN← edge
edge →CBJ
44.0%52.0%
46.0%51.0%
2.222.63
2.812.43
1.602.12
2.561.98
0.9741.003

CBJ holds 6 of 6 process categories — and the luck row (0.974 vs 1.003) says CBJ has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · Last 10
VAN
1-7-2
-22 GD · 1d rest
CBJ
5-4-1
+1 GD · 1d rest
0.974
VAN PDO
Luck gauge · drifts to 1.000
1.003
CBJ PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Where the edges live
  • The Blue Jackets own the underlying play — 52.0% 5v5 xG vs 44.0%.
  • The Blue Jackets drive Corsi at 51.0% — expect territorial tilt.
Regression watch
  • The Canucks' PDO is 0.974 — running cold, due for positive regression.
Things to watch
  • The Blue Jackets own the underlying play — 52.0% 5v5 xG vs 44.0%.
  • The Blue Jackets drive Corsi at 51.0% — expect territorial tilt.
  • J. Greaves is on a back-to-back — watch for a backup start or a tired starter.
  • K. Lankinen is on a back-to-back — watch for a backup start or a tired starter.
  • The Blue Jackets are the hotter team by points pace (5-4-1 in their last 10).
  • The Canucks are underwater at -22 goal differential over their last 10.
  • The Canucks' PDO is 0.974 — running cold, due for positive regression.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
VAN
Expected in goal
K. Lankinen
back-to-back.950 last start
Backup Kevin Lankinen · -19.3 GSAx this season
Back-to-back: the backup often gets this one. Treat the starter as unconfirmed.

No completed game on file for this club yet.

CBJ
Expected in goal
J. Greaves
back-to-back.906 last start
Backup Jet Greaves · +16.5 GSAx this season
Back-to-back: the backup often gets this one. Treat the starter as unconfirmed.

No completed game on file for this club yet.

Lineups are the players who dressed in each club's last game, with their minutes; clubs confirm tonight's at warm-up. Every player this preview names was in that lineup.

Computed danger · scouting

Players to watch

NHL stats API · our xG
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
Keep going

Where to next