Backcheck
Recap · MTL at CBJ

Blue Jackets steal one from the Canadiens against the run of play

The Blue Jackets stole one. They lost the expected-goals battle 3.89–2.79 and won anyway.

By the ModelJul 11, 4:43 PMxG: xgboost-0.758Edited for clarity
Away
MTL
Montreal Canadiens
3
Home
CBJ
Columbus Blue Jackets
4
FINAL / OT
Process vs result

The underlying story

3.89Expected goals2.79
58% share for the better side
32Shot attempts (SOG)23
7High-danger chances7
59Corsi (all attempts)45
Score-adjusted: 61% / 40%
Source · NHL play-by-play · XGBoost xG

Columbus won 4-3 in a shootout despite trailing badly in expected goals: Montreal 3.89, Columbus 2.79. The Canadiens controlled 58% of xG at 5v5, and Columbus managed only 42% of shot attempts (23 to 32). This was a heist.

Columbus overperformed their xG by 1.21 goals while Montreal underperformed by 0.89. J. Greaves stopped 29 of 32 shots (0.906 SV%) for Columbus; J. Dobes made 20 saves on 23 shots (0.870 SV%) for Montreal. Greaves was the difference—nearly a full goal better than expected.

High-danger chances split evenly at 7-7, but both teams found their scoring elsewhere: Columbus went 3-for-20 on the rush, while Montreal did the same, 3-for-27. That symmetry masks Montreal's structural advantage—they generated 6 rebound opportunities and converted zero, suggesting they crashed the net but couldn't finish the cleanup.

Kirill Marchenko's wrist shot from the slot decided it in the shootout, completing a game where Columbus's finishing—not their play—carried the result.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
MTL2 / 7 · 1.78 xG
CBJ2 / 7 · 1.80 xG
Medium dangermid-range
MTL0 / 11 · 1.29 xG
CBJ0 / 4 · 0.52 xG
Low dangerperimeter & point
MTL1 / 41 · 0.81 xG
CBJ1 / 34 · 0.46 xG

MTL went 0-for-11 from medium danger on 1.29 expected goals — 1.3 left on the table.

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

Finishing vs expected

expectedactual
MTL
3 G · 3.89 xG · -0.9
CBJ
4 G · 2.79 xG · +1.2
012345
Goalies · GSAx (goals saved above expected)
J. DobesMTL
-0.2
J. GreavesCBJ
+0.9

MTL finished -0.9 against expected, CBJ +1.2 — J. Greaves (CBJ) saved 0.9 goals above expected.

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

Shot diet

goalsshots
MTL
WRIST2/28
SNAP0/9
DEFLECTED0/4
BACKHAND1/2
TIP IN0/0
SLAP0/2
OTHER0/14
CBJ
WRIST2/18
SNAP0/8
DEFLECTED0/1
BACKHAND0/1
TIP IN1/3
SLAP0/0
OTHER0/14
MTL
CBJ
Off the rush
3 G on 27 · 2.99 xG
3 G on 20 · 2.51 xG
Off rebounds
0 G on 6 · 0.57 xG
0 G on 0 · 0.00 xG

Wrist shots carried the volume: MTL went 2-for-28, CBJ 2-for-18. MTL scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
Z. Werenski
#8 · D · CBJ
1 G · 1 A · 4 SOG · 29:41 TOI · -1
L. Hutson
#48 · D · MTL
1 G · 1 A · 5 SOG · 25:42 TOI · +2
K. Marchenko
#86 · R · CBJ
0 G · 2 A · 0 SOG · 22:07 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • CBJ won despite being outplayed by xG (42%). Goaltending or finishing carried them.
  • CBJ was lethal off the rush — 3 goals on 20 rush chances.
  • MTL was lethal off the rush — 3 goals on 27 rush chances.
  • MTL created 6 rebound opportunities (0 converted) — crashing the net effectively.
Before the game — the model's pre-game read
Preview · MTL at CBJ · 7:30 PM ET

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

By the ModelJul 11, 4:25 PMEdited for clarity
Win probability

The model's lean

56%
CBJ
Model favorite
44%
56%
MTL50CBJ

CBJ by 12 points of win probability — a modest lean. Projected score MTL 2.42.8 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

MTL← edge
edge →CBJ
48.0%5v5 xG%52.0%
49.0%Corsi%51.0%
2.41xGF / 602.63
2.62xGA / 602.43
2.24Goals for / gm2.12
1.96Goals against / gm1.98
1.018PDO — luck, not skill1.003

CBJ holds 4 of 6 process categories — and PDO (1.018 vs 1.003) says MTL has run hotter.

Source · MoneyPuck season tables · 5v5

Columbus enters this matchup as a lean favorite. The model projects a 2.4-to-2.8-goal advantage for the Blue Jackets, who carry 56% win probability—a modest but meaningful edge.

That edge rests on superior underlying play. Columbus controls 52.0% of expected goals at 5v5, outpacing Montreal's 48.0%. The gap widens slightly in raw shot attempts, where the Blue Jackets claim 51.0% of Corsis to Montreal's 49.0%. These aren't dominant advantages, but they compound: teams that sustain shot advantages usually win marginal contests.

The divergence that matters lies in regression. Montreal's PDO stands at 1.018, a figure that reflects unsustainable offensive luck. Columbus sits at 1.003, closer to the long-run mean. When Montreal's PDO normalizes—and it will—the Canadiens' actual win rate will fall below the underlying metrics.

Cole Caufield fuels Montreal's attack. The 33-goal winger generates 0.97 expected goals per 60 minutes and converts at a 20.0% rate; that efficiency is borrowed time. Oliver Kapanen reinforces it, with 19 goals off 0.83 xG/60 and 17.8% shooting. Both are running hot.

Boone Jenner anchors Columbus at center, where 11 goals and 21 assists on 0.98 xG/60 translate to elite playmaking at 5v5. Mathieu Olivier (12 goals, 0.89 xG/60) provides secondary scoring depth.

Defensively, Mike Matheson represents the liability Montreal must shore up. Conor Garland's weaknesses invite Montreal to attack. The tactical clarity is sharp: if Montreal can neutralize Jenner and starve Columbus's 5v5 volume generation, regression plays out painlessly. If Columbus wins the play-balance battle as these numbers suggest, Montreal's luck simply runs out. Regression is mechanical, not punitive. The Canadiens were never this good. The Blue Jackets just have to play their game and wait.

Computed danger · scouting

Players to watch

MTL
Cole Caufield33G 16A
0.97 xG/60 · 1 HD · 20.0% sh
Oliver Kapanen19G 12A
0.83 xG/60 · 4 HD · 17.8% 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