Backcheck
Recap · CBJ at OTT

Blue Jackets pull away from the Senators

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

By the ModelJul 11, 10:16 PMxG: xgboost-0.758Edited for clarity
Away
CBJ
Columbus Blue Jackets
4
Home
OTT
Ottawa Senators
1
FINAL
Process vs result

The underlying story

3.31Expected goals2.71
55% share for the better side
22Shot attempts (SOG)28
5High-danger chances3
47Corsi (all attempts)60
Score-adjusted: 39% / 61%
Source · NHL play-by-play · XGBoost xG

Columbus dominated the xG battle (3.31–2.71) and won 4-1, but the real mismatch was Ottawa's shot volume without the finishing: the Senators held 56% of attempts (28–22) yet trailed by three. They were active, not dangerous.

Ottawa's problem wasn't quantity—it was quality and execution. The Senators generated 5 high-danger chances to Columbus's 3, but finished just one goal. Worse: they underperformed their xG by 1.71 goals, leaving goalscoring opportunities on the table. J. Greaves (CBJ) saved 1.71 goals above expected; L. Meriläinen (OTT) yielded 0.69 below. The goaltending split was decisive.

Columbus converted efficiently. They had 0.070 xG per shot versus Ottawa's 0.045—a 55% edge in quality per chance. They scored two goals from low-danger spots, both plays any opposing goalie must stop. Their rush game was clinical: 2 goals on 21 chances, the kind of efficiency that sinks teams.

Kirill Marchenko's snap shot from the high slot (P3, 15:54) swung momentum early. D. Severson (1G, 1A in 18:41) drove the attack, while C. Coyle and C. Sillinger each picked up two assists—CBJ's depth made the difference.

Ottawa played a volume game and lost the quality game. That's a gap no shot count closes.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
CBJ1 / 5 · 1.67 xG
OTT0 / 3 · 0.74 xG
Medium dangermid-range
CBJ1 / 11 · 1.22 xG
OTT1 / 10 · 1.24 xG
Low dangerperimeter & point
CBJ2 / 31 · 0.42 xG
OTT0 / 47 · 0.73 xG

CBJ went 2-for-31 from low danger on 0.42 expected goals — 1.6 above expected.

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

Finishing vs expected

expectedactual
CBJ
4 G · 3.31 xG · +0.7
OTT
1 G · 2.71 xG · -1.7
012345
Goalies · GSAx (goals saved above expected)
J. GreavesCBJ
+1.7
L. MeriläinenOTT
-0.7

CBJ finished +0.7 against expected, OTT -1.7 — J. Greaves (CBJ) saved 1.7 goals above expected.

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

Shot diet

goalsshots
CBJ
WRIST0/20
SLAP1/5
SNAP2/6
TIP IN1/3
BACKHAND0/2
DEFLECTED0/0
OTHER0/11
OTT
WRIST1/23
SLAP0/8
SNAP0/4
TIP IN0/2
BACKHAND0/3
DEFLECTED0/1
OTHER0/19
CBJ
OTT
Off the rush
2 G on 21 · 1.82 xG
1 G on 26 · 2.01 xG
Off rebounds
0 G on 1 · 0.16 xG
0 G on 0 · 0.00 xG

Wrist shots carried the volume: CBJ went 0-for-20, OTT 1-for-23. CBJ scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
D. Severson
#78 · D · CBJ
1 G · 1 A · 1 SOG · 18:41 TOI · +2
C. Coyle
#3 · C · CBJ
0 G · 2 A · 2 SOG · 15:08 TOI · +2
C. Sillinger
#4 · C · CBJ
0 G · 2 A · 1 SOG · 14:49 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • OTT had the shot volume but the chances weren't dangerous.
  • J. Greaves (CBJ) stopped 1.7 goals above expected.
  • CBJ had the higher quality looks — 0.070 xG/shot vs 0.045.
  • CBJ scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • CBJ was lethal off the rush — 2 goals on 21 rush chances.
  • OTT underperformed xG by 1.7 — wasted quality chances.
  • J. Greaves (CBJ) saved 1.7 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · CBJ at OTT · 7:30 PM ET

The Senators are the model's lean over the Blue Jackets on the underlying numbers

By the ModelJul 11, 10:15 PMEdited for clarity
Win probability

The model's lean

55%
OTT
Model favorite
45%
55%
CBJ50OTT

OTT by 10 points of win probability — a modest lean. Projected score CBJ 2.42.7 OTT; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season profile · edge from the spine

Tale of the tape

CBJ← edge
edge →OTT
52.0%5v5 xG%56.0%
51.0%Corsi%53.0%
2.63xGF / 602.66
2.43xGA / 602.12
2.12Goals for / gm2.18
1.98Goals against / gm1.99
1.003PDO — luck, not skill0.993

OTT holds 5 of 6 process categories — and PDO (1.003 vs 0.993) says CBJ has run hotter.

Source · MoneyPuck season tables · 5v5

Ottawa owns this matchup on the numbers. The model projects a 2.4–2.7 goal game with the Senators at 55% win probability—a clean edge grounded in play quality, not luck.

Form backs the model. Ottawa is 5-4-1 over their last 10 games while Columbus has collapsed to a -9 goal differential over the same stretch. More importantly, the season-long underlying metrics align with this gap. Ottawa generates 56.0% of expected goals at even strength compared to Columbus's 52.0%, and controls broader play: 53.0% Corsi% versus 51.0%. The Senators don't just create more chances; they create better ones.

The one way Columbus stays in this game is through luck. Columbus runs a 1.003 PDO (the combined rate of shooting percentage and save percentage), slightly elevated, while Ottawa sits at 0.993—meaning the Blue Jackets have converted beyond their underlying play and the Senators are due for regression in their favor. That gap isn't massive, but in a tight game it reshuffles odds.

Both teams arrive at goaltending uncertainty: L. Meriläinen and J. Greaves are both on back-to-backs, so watch for either a backup start or a fatigued starter. Tired goalies punish possession teams faster than defensive ones.

When Ottawa executes, the game runs through Brady Tkachuk and Dylan Cozens. Tkachuk generates 1.19 expected goals per 60 minutes—elite volume—backed by 11 goals and 20 assists. He's finished 2 high-danger chances and shoots 7.5%; some correction looks likely. Cozens mirrors the threat: 1.00 xG/60, 13 goals, 15 assists, 1 high-danger goal at 9.5%. Both are creating at rates that demand defensive attention.

Columbus's response centers on Boone Jenner. He carries 0.98 xG/60 with 11 goals and 21 assists—the assist volume is legitimate, though 2 high-danger goals on that volume (9.6% shooting) hints he's been fortunate. Mathieu Olivier adds 0.89 xG/60, 12 goals, and 9 assists; his 13.3% shooting rate looks unsustainable and suggests regression incoming.

The defensive weak link: Conor Garland for Columbus, Nick Jensen for Ottawa. Neither team generates high-danger or rebound goals at rates that punish average defense, so this becomes a conversion game. That's where Ottawa's underlying advantage lives.

The model says yes, and the numbers back it.

Computed danger · scouting

Players to watch

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
OTT
Brady Tkachuk11G 20A
1.19 xG/60 · 2 HD · 7.5% sh
Dylan Cozens13G 15A
1.00 xG/60 · 1 HD · 9.5% sh
Source · MoneyPuck skaters