Backcheck
Recap · OTT at WSH

L. Thompson stands tall as the Capitals edge the Senators

The Capitals won a genuine coin flip — neither side controlled the run of play.

By the ModelJul 12, 8:11 AMxG: xgboost-0.758Edited for clarity
Away
OTT
Ottawa Senators
1
Home
WSH
Washington Capitals
4
FINAL
Process vs result

The underlying story

4.36Expected goals4.29
50% share for the better side
35Shot attempts (SOG)25
5High-danger chances5
77Corsi (all attempts)56
Score-adjusted: 61% / 39%
Source · NHL play-by-play · XGBoost xG

Washington's 4-1 victory obscured an underlying tightness—expected goals finished 4.29-4.36, a 50-50 split. The actual separator: shot quality. The Capitals generated 0.077 expected goals per shot to Ottawa's 0.057, then actually converted those advantages into goals.

Ottawa had high-danger chances; they couldn't finish them. The Senators went 0 for 5 on chances that should convert regularly. They created six rebound opportunities and couldn't score on any of them. Against a different opponent, that wasted generation might not matter. Against Washington's finish, it was fatal.

The Capitals didn't always generate better chances—they simply weren't picky about which ones they finished. Washington scored two goals from low-danger spots, the kind that make opposing goalies cringe. They were lethal on the rush, finding two goals on 32 chances, the kind of efficiency Ottawa couldn't replicate elsewhere.

L. Thompson's line reads like a masterclass: 34 saves on 35 shots, a 0.971 save percentage that exceeded expectations by 3.36 goals. That gap is nearly the entire margin of victory. L. Ullmark, Ottawa's netminder, wasn't bad—he stopped 21 of 23 shots and saved 2.3 goals above expected. But Washington's goaltending surplus was simply larger.

The Senators' 3.36-goal underperformance on their own expected goals was never going to survive against Washington's execution. Sometimes close underlying play means close scorelines. This wasn't one of those nights.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
OTT0 / 5 · 1.00 xG
WSH1 / 5 · 1.67 xG
Medium dangermid-range
OTT1 / 22 · 2.43 xG
WSH1 / 21 · 2.15 xG
Low dangerperimeter & point
OTT0 / 50 · 0.93 xG
WSH2 / 30 · 0.47 xG

WSH went 2-for-30 from low danger on 0.47 expected goals — 1.5 above expected.

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

Finishing vs expected

expectedactual
OTT
1 G · 4.36 xG · -3.4
WSH
4 G · 4.29 xG · -0.3
012345
Goalies · GSAx (goals saved above expected)
L. UllmarkOTT
+2.3
L. ThompsonWSH
+3.4

OTT finished -3.4 against expected, WSH -0.3 — L. Thompson (WSH) saved 3.4 goals above expected.

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

Shot diet

goalsshots
OTT
SNAP0/24
TIP IN1/12
SLAP0/11
WRIST0/7
BACKHAND0/2
BETWEEN LEGS0/1
OTHER0/20
WSH
SNAP2/30
TIP IN1/9
SLAP0/2
WRIST1/2
BACKHAND0/1
BETWEEN LEGS0/0
OTHER0/12
OTT
WSH
Off the rush
1 G on 31 · 2.52 xG
2 G on 32 · 2.76 xG
Off rebounds
0 G on 6 · 0.97 xG
0 G on 0 · 0.00 xG

Snap shots carried the volume: OTT went 0-for-24, WSH 2-for-30. WSH scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
T. Chabot
#72 · D · OTT
0 G · 1 A · 2 SOG · 28:06 TOI · -2
T. Stützle
#18 · C · OTT
1 G · 0 A · 4 SOG · 21:09 TOI · -1
R. Sandin
#38 · D · WSH
0 G · 1 A · 0 SOG · 20:09 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • L. Ullmark (OTT) stopped 2.3 goals above expected.
  • WSH generated far more dangerous chances — 0.077 xG/shot vs 0.057. Quality over quantity.
  • OTT couldn't convert — 0/5 on high-danger chances. That won't happen often.
  • WSH scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • WSH was lethal off the rush — 2 goals on 32 rush chances.
  • OTT created 6 rebound opportunities (0 converted) — crashing the net effectively.
  • OTT underperformed xG by 3.4 — wasted quality chances.
  • L. Ullmark (OTT) saved 2.3 goals above expected — stole the show.
  • L. Thompson (WSH) saved 3.4 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · OTT at WSH · 7:30 PM ET

Senators at Capitals: a genuine coin flip

By the ModelJul 12, 7:46 AMEdited for clarity
Win probability

The model's lean

53%
OTT
Model favorite
53%
47%
OTT50WSH

OTT by 6 points of win probability — a modest lean. Projected score OTT 2.62.5 WSH; 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 →WSH
56.0%5v5 xG%50.0%
53.0%Corsi%49.0%
2.66xGF / 602.62
2.12xGA / 602.62
2.18Goals for / gm2.18
1.99Goals against / gm1.79
0.993PDO — luck, not skill1.018

OTT holds 4 of 6 process categories — and PDO (0.993 vs 1.018) says WSH has run hotter.

Source · MoneyPuck season tables · 5v5

Ottawa's model edge is razor-thin. The Senators project to a 2.6–2.5 victory with a 53% win probability—essentially a pick'em by any statistical measure.

The Senators are the hotter team by points pace, running 7–1–2 in their last 10. Their season 5v5 numbers back it: 56.0% expected goal share against Washington's 50.0%, paired with a 53.0% Corsi percentage that signals sustained territorial control. Ottawa drives play.

Washington's weakness isn't talent; it's luck. The Capitals own a 1.018 PDO, running hot by the numbers and unlikely to maintain that rate. Once that regresses, Ottawa's underlying advantage amplifies. The Senators sit at 0.993 PDO, suggesting they're due positive variance.

On the ice, Brady Tkachuk anchors Ottawa's edge. He's generating 1.19 expected goals per 60 minutes with 11 goals and 20 assists—two scored from high-danger areas. His 7.5% shooting rate leaves room for upward movement. Dylan Cozens complements the threat at 1.00 xG/60 with 13 goals and 15 assists, one arriving from high-danger play, and a 9.5% shooting efficiency that suggests he's operating in prime real estate.

Washington counters with Alex Ovechkin at 0.97 xG/60, carrying 19 goals and 17 assists, and Anthony Beauvillier at 0.89 xG/60 with 14 goals and 9 assists. Both own two high-danger goals.

The Capitals' structural vulnerability surfaces on defense: Declan Chisholm has been a liability. Ottawa will test that matchup. Nick Jensen represents Ottawa's defensive weakness.

The numbers say Ottawa. The model says Ottawa by the narrowest margin. Recent form, PDO regression, and underlying play all tilt the same direction. But Washington can still win on the offensive talent of Ovechkin and Beauvillier. That's why it's a coin flip: the evidence favors one side, but the flip remains genuinely uncertain.

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
WSH
Alex Ovechkin19G 17A
0.97 xG/60 · 2 HD · 13.8% sh
Anthony Beauvillier14G 9A
0.89 xG/60 · 2 HD · 10.4% sh
Source · MoneyPuck skaters