Backcheck
Recap · OTT at CBJ

Senators pull away from the Blue Jackets

The Senators stole one. They lost the expected-goals battle 2.85–3.28 and won anyway.

By the ModelJul 12, 1:54 AMxG: xgboost-0.758Edited for clarity
Away
OTT
Ottawa Senators
4
Home
CBJ
Columbus Blue Jackets
1
FINAL
Process vs result

The underlying story

2.85Expected goals3.28
54% share for the better side
21Shot attempts (SOG)22
2High-danger chances7
49Corsi (all attempts)50
Score-adjusted: 45% / 55%
Source · NHL play-by-play · XGBoost xG

Ottawa's 4–1 victory masked a closer game underneath. The Blue Jackets held 51% of shot attempts and generated 54% of expected goals (3.28–2.85), yet left with nothing. The gap was goaltending and execution.

J. Reimer saved 2.28 goals above expected on 21 stops, denying all 7 high-danger chances. E. Merzlikins was 1.0 goal worse than expected on a brief 5-for-7 stint. J. Greaves arrived too late (12 of 13, +0.85).

Columbus manufactured chances it couldn't finish—0 for 7 on high-danger opportunities and 4 squandered rebounds. Ottawa was lethal in transition: 4 goals on 20 rush attempts.

Brady Tkachuk's wrist shot from the slot (16:54, third period) exemplified the difference: Senators precise in high-leverage moments, Columbus unable to capitalize.

T. Chabot (2A, 22:10), T. Stützle (1G, 1A, 20:31), and R. Greig (1G, 1A, 15:44) distributed the load. When Ottawa needed a goal, it found one; when Columbus needed one, it didn't.

This victory belonged to Ottawa's rush efficiency and Reimer's goaltending. The underlying metrics suggested a close game, but Columbus's 0 for 7 on high-danger chances against Ottawa's 4 for 20 on rush looks decided the result.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
OTT2 / 2 · 1.12 xG
CBJ0 / 7 · 1.72 xG
Medium dangermid-range
OTT1 / 8 · 0.94 xG
CBJ1 / 12 · 1.26 xG
Low dangerperimeter & point
OTT1 / 39 · 0.79 xG
CBJ0 / 31 · 0.30 xG

CBJ went 0-for-7 from high danger on 1.72 expected goals — 1.7 left on the table.

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

Finishing vs expected

expectedactual
OTT
4 G · 2.85 xG · +1.1
CBJ
1 G · 3.28 xG · -2.3
012345
Goalies · GSAx (goals saved above expected)
J. ReimerOTT
+2.3
J. GreavesCBJ
+0.9
E. MerzlikinsCBJ
-1.0

OTT finished +1.1 against expected, CBJ -2.3 — J. Reimer (OTT) saved 2.3 goals above expected.

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

Shot diet

goalsshots
OTT
WRIST2/18
SNAP1/7
TIP IN0/5
SLAP0/5
BACKHAND1/1
DEFLECTED0/0
OTHER0/13
CBJ
WRIST0/10
SNAP1/15
TIP IN0/2
SLAP0/2
BACKHAND0/4
DEFLECTED0/1
OTHER0/16
OTT
CBJ
Off the rush
4 G on 20 · 2.27 xG
1 G on 20 · 2.10 xG
Off rebounds
0 G on 2 · 0.30 xG
0 G on 4 · 0.76 xG

Wrist shots carried the volume: OTT went 2-for-18, CBJ 0-for-10. OTT scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
T. Chabot
#72 · D · OTT
0 G · 2 A · 2 SOG · 22:10 TOI · +1
T. Stützle
#18 · C · OTT
1 G · 1 A · 2 SOG · 20:31 TOI · +1
R. Greig
#71 · C · OTT
1 G · 1 A · 2 SOG · 15:44 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Reimer (OTT) stopped 2.3 goals above expected.
  • E. Merzlikins (CBJ) gave up 1.0 goals more than expected — well below their workload.
  • CBJ couldn't convert — 0/7 on high-danger chances. That won't happen often.
  • OTT was lethal off the rush — 4 goals on 20 rush chances.
  • CBJ created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • CBJ underperformed xG by 2.3 — wasted quality chances.
  • J. Reimer (OTT) saved 2.3 goals above expected — stole the show.
  • J. Reimer was a wall on HD chances — 100% SV on 7 high-danger shots.
  • J. Greaves (CBJ) saved 1.9 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · OTT at CBJ · 7:00 PM ET

Senators at Blue Jackets: a genuine coin flip

By the ModelJul 12, 1:51 AMEdited for clarity
Win probability

The model's lean

51%
OTT
Model favorite
51%
49%
OTT50CBJ

OTT by 2 points of win probability — effectively a coin flip. Projected score OTT 2.52.5 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

OTT← edge
edge →CBJ
56.0%5v5 xG%52.0%
53.0%Corsi%51.0%
2.66xGF / 602.63
2.12xGA / 602.43
2.18Goals for / gm2.12
1.99Goals against / gm1.98
0.993PDO — luck, not skill1.003

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

Source · MoneyPuck season tables · 5v5

The model projects this at 2.5–2.5 with Ottawa at 51% to win — a genuine coin flip.

Ottawa controls the underlying play but carries last-10 damage. The Senators sit at 56.0% expected goals at 5-on-5, compared to 52.0% for Columbus, and own a 53.0% Corsi advantage. But that efficiency hasn't translated: they're -5 on goal differential over their last ten games, suggesting variance is working against them. Columbus's 1.003 PDO sits just above baseline while Ottawa's 0.993 sits below, hinting at regression potential in either direction.

The Senators generate chances through Brady Tkachuk and Dylan Cozens. Tkachuk carries 1.19 expected goals per 60 minutes with 11 goals and 20 assists, though his 7.5% shooting rate is depressed and his 2 high-danger chances suggest he hasn't yet cashed his talent. Cozens runs a similar 1.00 xG/60 with 13 goals and 15 assists; his 9.5% shooting is healthier, though he's created only 1 high-danger chance. Neither has consistently converted from dangerous areas—the core issue for Ottawa.

Columbus counters with Boone Jenner, who carries 0.98 xG/60, 11 goals, and 21 assists with 2 high-danger chances on his line. Mathieu Olivier, at 0.89 xG/60, has 12 goals on that same secondary role, benefiting from a 13.3% shooting rate—an outlier that will likely regress. Where Olivier differs from Cozens is shot quality: Olivier's 1 high-danger chance leaves him in pure overperformance territory.

Both teams produce 0% of their offense from high-danger or rebound goals, a curious alignment that suggests neither has found secondary-scoring or net-front edge. Nick Jensen is Ottawa's defensive liability; Conor Garland fills that role for Columbus.

The verdict hinges on variance. Ottawa has the chance-creation advantage and the luck that needs to normalize upward; Columbus has the conversion advantage and the luck that can't sustain it. Neither team has built a tactical edge in net-front play or secondary chances. Expect a close result where shooting percentage and health matter more than scheme.

Players to Watch

  • Brady Tkachuk (OTT): 1.19 xG/60, 11G, 20A, 2 HD goals, 7.5% shooting
  • Dylan Cozens (OTT): 1.00 xG/60, 13G, 15A, 1 HD goal, 9.5% shooting
  • Boone Jenner (CBJ): 0.98 xG/60, 11G, 21A, 2 HD goals, 9.6% shooting
  • Mathieu Olivier (CBJ): 0.89 xG/60, 12G, 9A, 1 HD goal, 13.3% shooting
Computed danger · scouting

Players to watch

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
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