Backcheck
Recap · OTT at SEA

Senators run the Kraken off the ice on the underlying numbers

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

By the ModelJul 12, 6:28 AMxG: xgboost-0.758Edited for clarity
Away
OTT
Ottawa Senators
7
Home
SEA
Seattle Kraken
4
FINAL
Process vs result

The underlying story

4.28Expected goals2.19
66% share for the better side
37Shot attempts (SOG)21
8High-danger chances3
72Corsi (all attempts)43
Score-adjusted: 57% / 43%
Source · NHL play-by-play · XGBoost xG

The Senators won 7–4 and controlled every underlying metric. They owned 66% of expected goals (4.28–2.19 at 5v5) and held Seattle to 36% of shot attempts.

Both teams beat their expected output significantly. Seattle scored four goals on just 2.19 xG—a 1.81-goal outperformance. The Senators posted a 2.72-goal outperformance, a larger margin that confirms their superior play created a wider scoring advantage.

The shot map reinforced Ottawa's dominance. They generated 37 attempts to Seattle's 21, and quality widened the gap: eight high-danger chances to three. In transition, Ottawa scored five goals on 35 rush chances; Seattle managed three on 24—a speed advantage that proved decisive.

L. Ullmark made 17 saves on 21 shots (0.810 SV%) for the Senators, while J. Daccord saved 30 of 37 (0.811 SV%) for the Kraken. Both posted strong percentages against relentless pressure. Seattle did score two goals from low-danger areas—chances that an opposing goaltender normally stops—but even those gifted tallies could not bridge the gap created by Ottawa's superior volume and quality.

The scoreboard showed a blowout. Every underlying metric confirmed it.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
OTT2 / 8 · 1.85 xG
SEA1 / 3 · 0.66 xG
Medium dangermid-range
OTT4 / 16 · 1.61 xG
SEA1 / 10 · 0.98 xG
Low dangerperimeter & point
OTT1 / 48 · 0.82 xG
SEA2 / 30 · 0.55 xG

OTT went 4-for-16 from medium danger on 1.61 expected goals — 2.4 above expected.

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

Finishing vs expected

expectedactual
OTT
7 G · 4.28 xG · +2.7
SEA
4 G · 2.19 xG · +1.8
012345678
Goalies · GSAx (goals saved above expected)
L. UllmarkOTT
-1.8
J. DaccordSEA
-2.7

OTT finished +2.7 against expected, SEA +1.8 — J. Daccord (SEA) allowed 2.7 more goals than expected.

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

Shot diet

goalsshots
OTT
WRIST5/34
SNAP1/7
SLAP0/3
TIP IN0/2
BACKHAND0/4
DEFLECTED1/1
POKE0/1
BAT0/1
OTHER0/19
SEA
WRIST1/24
SNAP0/2
SLAP2/4
TIP IN1/3
BACKHAND0/1
DEFLECTED0/0
POKE0/0
BAT0/0
OTHER0/9
OTT
SEA
Off the rush
5 G on 35 · 2.81 xG
3 G on 24 · 1.56 xG
Off rebounds
1 G on 4 · 0.77 xG
1 G on 2 · 0.42 xG

Wrist shots carried the volume: OTT went 5-for-34, SEA 1-for-24. OTT scored 5 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
S. Pinto
#12 · C · OTT
1 G · 2 A · 3 SOG · 18:18 TOI · +2
T. Chabot
#72 · D · OTT
0 G · 2 A · 2 SOG · 26:12 TOI · +1
J. Eberle
#7 · R · SEA
0 G · 2 A · 4 SOG · 16:14 TOI · -2
Ranked from the box score — points first · Backcheck
What the model flagged
  • L. Ullmark (OTT) gave up 1.8 goals more than expected — well below their workload.
  • SEA scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • SEA was lethal off the rush — 3 goals on 24 rush chances.
  • OTT was lethal off the rush — 5 goals on 35 rush chances.
  • OTT created 4 rebound opportunities (1 converted) — crashing the net effectively.
  • SEA outperformed their expected goals by 1.8 — elite finishing or lucky bounces.
  • OTT outperformed their expected goals by 2.7 — elite finishing or lucky bounces.
Before the game — the model's pre-game read
Preview · OTT at SEA · 10:00 PM ET

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

By the ModelJul 12, 6:06 AMEdited for clarity
Win probability

The model's lean

56%
OTT
Model favorite
56%
44%
OTT50SEA

OTT by 12 points of win probability — a modest lean. Projected score OTT 2.62.2 SEA; 19% 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 →SEA
56.0%5v5 xG%46.0%
53.0%Corsi%45.0%
2.66xGF / 602.13
2.12xGA / 602.51
2.18Goals for / gm1.87
1.99Goals against / gm1.95
0.993PDO — luck, not skill1.011

OTT holds 5 of 6 process categories — and PDO (0.993 vs 1.011) says SEA has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.6–2.2 game favoring Ottawa, giving the Senators 56% win probability. This edge stems from superior underlying play rather than variance luck.

Ottawa is the hotter team, posting a 7-1-2 record in their last 10 games. But the real lean lives in the 5v5 dynamics: the Senators control shot generation at 56.0% expected goals versus Seattle's 46.0%, and they win territory battles decisively with 53.0% Corsi. Seattle's only offsetting advantage is a 1.011 PDO to Ottawa's 0.993, suggesting the Kraken have run somewhat hotter than their underlying play deserves—a dynamic that regresses toward reality.

Brady Tkachuk is Ottawa's engine, averaging 1.19 expected goals per 60 minutes with 11 goals and 20 assists. His 2 high-danger chances and 7.5% shooting rate suggest he's generating clean looks at a sustainable clip. Dylan Cozens is less prolific (13 goals, 15 assists) but efficient, maintaining a 1.00 xG/60 and 9.5% shooting to exploit his opportunities. Nick Jensen presents a defensive vulnerability on the back end.

For Seattle, Shane Wright (0.77 xG/60, 8 goals, 10 assists) carries a secondary scoring load while posting 4 high-danger chances—more volume than his goal total reflects. Berkly Catton (0.68 xG/60, 6 goals, 8 assists) shows similar pressure through 5 high-danger chances, though neither has converted them at Tkachuk's rate. Chandler Stephenson represents Seattle's defensive weak link.

Goaltender L. Ullmark faces a back-to-back situation, creating uncertainty about deployment that could tilt the edge further if a fatigued starter sees the ice.

The gap between Ottawa's underlying dominance and Seattle's PDO advantage sets the board's proper lean. The Senators' xG and Corsi leads are substantial and durable; the Kraken have been fortunate, not superior.

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
SEA
Shane Wright8G 10A
0.77 xG/60 · 4 HD · 10.4% sh
Berkly Catton6G 8A
0.68 xG/60 · 5 HD · 8.8% sh
Source · MoneyPuck skaters