Backcheck
Recap · BOS at OTT

Senators hold off the Bruins

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

By the ModelJul 11, 3:50 PMxG: xgboost-0.758Edited for clarity
Away
BOS
Boston Bruins
3
Home
OTT
Ottawa Senators
5
FINAL
Process vs result

The underlying story

2.34Expected goals2.86
55% share for the better side
21Shot attempts (SOG)22
4High-danger chances3
51Corsi (all attempts)50
Score-adjusted: 55% / 45%
Source · NHL play-by-play · XGBoost xG

Ottawa's 5-3 victory masks a closer underlying contest—the Senators controlled just 55% of expected goals (2.86–2.34), but offensive execution separated them. They overperformed their xG by 2.14 goals, evidence of either elite finishing or variance favorable to the Senators.

The Senators controlled 51% of shot attempts (22–21 on goal) and dominated the overall shot profile. High-danger chances, though, favored Boston: the Bruins created four while the Senators generated three, suggesting the Senators' edge came from elsewhere.

Where it came from: execution. The Senators scored four goals on nineteen rush chances; the Bruins converted one of three rebound opportunities. The goaltending gap mattered: J. Korpisalo (BOS) gave up 1.1 more goals than expected while L. Meriläinen (OTT) underperformed by 0.66.

Tim Stützle's wrist shot from the doorstep at 19:42 of the third captured the Senators' evening: not the most dangerous chance, but clinical when it counted.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
BOS3 / 4 · 0.76 xG
OTT2 / 3 · 1.62 xG
Medium dangermid-range
BOS0 / 10 · 1.13 xG
OTT3 / 6 · 0.69 xG
Low dangerperimeter & point
BOS0 / 37 · 0.44 xG
OTT0 / 41 · 0.55 xG

OTT went 3-for-6 from medium danger on 0.69 expected goals — 2.3 above expected.

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

Finishing vs expected

expectedactual
BOS
3 G · 2.34 xG · +0.7
OTT
5 G · 2.86 xG · +2.1
0123456
Goalies · GSAx (goals saved above expected)
J. KorpisaloBOS
-1.1
L. MeriläinenOTT
-0.7

BOS finished +0.7 against expected, OTT +2.1 — J. Korpisalo (BOS) allowed 1.1 more goals than expected.

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

Shot diet

goalsshots
BOS
WRIST2/21
SLAP1/4
BACKHAND0/4
SNAP0/1
WRAP AROUND0/1
DEFLECTED0/1
TIP IN0/0
OTHER0/19
OTT
WRIST2/16
SLAP0/5
BACKHAND0/4
SNAP2/5
WRAP AROUND0/0
DEFLECTED0/0
TIP IN1/1
OTHER0/19
BOS
OTT
Off the rush
1 G on 16 · 0.99 xG
4 G on 19 · 2.53 xG
Off rebounds
1 G on 3 · 0.47 xG
0 G on 1 · 0.05 xG

Wrist shots carried the volume: BOS went 2-for-21, OTT 2-for-16. OTT scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
T. Stützle
#18 · C · OTT
2 G · 1 A · 3 SOG · 18:52 TOI · +2
D. Pastrnak
#88 · R · BOS
1 G · 1 A · 3 SOG · 20:05 TOI
M. Geekie
#39 · C · BOS
1 G · 1 A · 3 SOG · 19:10 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Korpisalo (BOS) gave up 1.1 goals more than expected — well below their workload.
  • BOS was clinical in the high-danger zone — 3/4 on HD chances (75%).
  • OTT was lethal off the rush — 4 goals on 19 rush chances.
  • BOS created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • OTT outperformed their expected goals by 2.1 — elite finishing or lucky bounces.
Before the game — the model's pre-game read
Preview · BOS at OTT · 7:00 PM ET

The Senators are the model's lean over the Bruins — with PDO regression in play

By the ModelJul 11, 3:48 PMEdited for clarity
Win probability

The model's lean

59%
OTT
Model favorite
41%
59%
BOS50OTT

OTT by 18 points of win probability — a clear lean. Projected score BOS 2.32.8 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

BOS← edge
edge →OTT
47.0%5v5 xG%56.0%
49.0%Corsi%53.0%
2.39xGF / 602.66
2.67xGA / 602.12
2.22Goals for / gm2.18
1.82Goals against / gm1.99
1.023PDO — luck, not skill0.993

OTT holds 4 of 6 process categories — and PDO (1.023 vs 0.993) says BOS has run hotter.

Source · MoneyPuck season tables · 5v5

The predictive models favor Ottawa. The Senators own a 59% win probability in a projected 2.3-2.8 goal margin — not a blowout, but a clear edge rooted in process.

The underlying play belongs to Ottawa entirely. The Senators control 56.0% of expected goals at 5v5 while Boston manages just 47.0%. Possession tells the same story: Ottawa's 53.0% Corsi advantage means territorial tilt in their favor throughout.

Boston's numbers mask a fragility that regression will exploit. The Bruins' 1.023 PDO — outperforming their expected shooting and save rates by three percentage points — has inflated their actual results. The Senators' 0.993 PDO cuts the opposite direction, suggesting positive variance if they continue generating opportunities.

Viktor Arvidsson carries Boston's offensive load: 1.04 expected goals per 60 minutes puts him in the upper tier of this matchup, backed by 18 goals and an unsustainable 13.0% shooting rate. Tanner Jeannot operates at a lower volume (0.75 xG/60) and smaller sample (6 goals on 8.3% shooting), making him the secondary threat to contain.

Brady Tkachuk is Ottawa's focal point. His 1.19 xG/60 leads all four players; 11 goals on a sustainable 7.5% shooting rate shows he's converting at baseline efficiency. Dylan Cozens matches Arvidsson's output per opportunity (1.00 xG/60) and edges him in goal total (13 to 18), though Cozens' 9.5% shooting will likely normalize downward over time.

The verdict hinges on whether Boston can sustain PDO luck in the face of inferior underlying metrics. Ottawa's model advantage exists before the puck drops — it's built on the gap between what each team generates and what it allows. The Senators' lean becomes clearer if regression arrives on schedule.

Computed danger · scouting

Players to watch

BOS
Viktor Arvidsson18G 24A
1.04 xG/60 · 2 HD · 13.0% sh
Tanner Jeannot6G 14A
0.75 xG/60 · 2 HD · 8.3% 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