Backcheck
Recap · WSH at DAL

Stars shut out the Capitals, 1-0

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

By the ModelJul 11, 2:00 PMxG: xgboost-0.758Edited for clarity
Away
WSH
Washington Capitals
0
Home
DAL
Dallas Stars
1
FINAL
Process vs result

The underlying story

3.22Expected goals3.62
53% share for the better side
24Shot attempts (SOG)19
5High-danger chances6
61Corsi (all attempts)47
Score-adjusted: 59% / 41%
Source · NHL play-by-play · XGBoost xG

The expected goals said close to even—Dallas 3.62, Washington 3.22—but the Stars won. Goaltending decided it.

Oettinger was perfect: 24 saves on 24 shots, a +3.22 versus expected. Thompson was nearly perfect: 18 saves on 19, a +2.62. The difference was that single goal Tyler Seguin scored at 00:43 of the second period from a sharp angle.

Both teams wasted their chances. Dallas generated the sharper looks—0.077 expected goals per shot versus Washington's 0.053—but scored just once on six high-danger chances. Washington had five high-danger chances and scored zero. By the metrics that mattered (expected goals, shot quality, rebounding opportunities), this game was even. The goalies made it lopsided.

Dallas held 44% of shot attempts (19 on goal versus 24) yet stayed competitive in expected goals. That's the asymmetry: fewer shot attempts, better shot quality. Washington threw more pucks at Oettinger but produced lower-percentage looks, then couldn't finish the few dangerous ones they had.

Thompson was particularly stingy on high-danger chances, stopping all six. Oettinger simply didn't need to. He faced clean looks and turned them into nothing. One goal was all it took in a game where expected scoring suggested each team should have put away two or three.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WSH0 / 5 · 1.01 xG
DAL0 / 6 · 1.89 xG
Medium dangermid-range
WSH0 / 12 · 1.47 xG
DAL1 / 13 · 1.42 xG
Low dangerperimeter & point
WSH0 / 44 · 0.74 xG
DAL0 / 28 · 0.30 xG

DAL went 0-for-6 from high danger on 1.89 expected goals — 1.9 left on the table.

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

Finishing vs expected

expectedactual
WSH
0 G · 3.22 xG · -3.2
DAL
1 G · 3.62 xG · -2.6
01234
Goalies · GSAx (goals saved above expected)
L. ThompsonWSH
+2.6
J. OettingerDAL
+3.2

WSH finished -3.2 against expected, DAL -2.6 — J. Oettinger (DAL) saved 3.2 goals above expected.

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

Shot diet

goalsshots
WSH
SNAP0/20
TIP IN0/7
WRIST0/6
BACKHAND0/4
SLAP0/3
DEFLECTED0/1
OTHER0/20
DAL
SNAP1/16
TIP IN0/4
WRIST0/3
BACKHAND0/4
SLAP0/4
DEFLECTED0/1
OTHER0/15
WSH
DAL
Off the rush
0 G on 27 · 2.29 xG
1 G on 16 · 1.57 xG
Off rebounds
0 G on 1 · 0.11 xG
0 G on 4 · 0.80 xG

Snap shots carried the volume: WSH went 0-for-20, DAL 1-for-16.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
M. Heiskanen
#4 · D · DAL
0 G · 1 A · 2 SOG · 23:22 TOI
M. Rantanen
#96 · R · DAL
0 G · 1 A · 2 SOG · 21:33 TOI
T. Seguin
#91 · C · DAL
1 G · 0 A · 2 SOG · 19:07 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • WSH generated higher-quality looks than the shot total suggests.
  • L. Thompson (WSH) stopped 2.6 goals above expected.
  • DAL generated far more dangerous chances — 0.077 xG/shot vs 0.053. Quality over quantity.
  • DAL couldn't convert — 0/6 on high-danger chances. That won't happen often.
  • WSH couldn't convert — 0/5 on high-danger chances. That won't happen often.
  • DAL created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • DAL underperformed xG by 2.6 — wasted quality chances.
  • WSH underperformed xG by 3.2 — wasted quality chances.
  • L. Thompson (WSH) saved 2.6 goals above expected — stole the show.
  • L. Thompson was a wall on HD chances — 100% SV on 6 high-danger shots.
Before the game — the model's pre-game read
Preview · WSH at DAL · 8:30 PM ET

Capitals at Stars: a genuine coin flip

By the ModelJul 11, 1:41 PMEdited for clarity
Win probability

The model's lean

53%
DAL
Model favorite
47%
53%
WSH50DAL

DAL by 6 points of win probability — a modest lean. Projected score WSH 2.52.6 DAL; 18% chance it's tied after 60.

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

Tale of the tape

WSH← edge
edge →DAL
50.0%5v5 xG%51.0%
49.0%Corsi%47.0%
2.62xGF / 602.36
2.62xGA / 602.29
2.18Goals for / gm2.07
1.79Goals against / gm1.68
1.018PDO — luck, not skill1.024

The season numbers split 33 — no clear process edge — and PDO (1.018 vs 1.024) says DAL has run hotter.

Source · MoneyPuck season tables · 5v5

The models can't pick a winner. A 2.5–2.6 goal projection with the Stars at 53% win probability isn't a forecast; it's a shrug. Washington and Dallas have arrived at nearly identical competitive states through different paths, and tonight one team's small edge will either hold or evaporate.

The efficiency numbers reveal why the pick is stuck. Washington leads in Corsi% at 49.0% to Dallas's 47.0%, meaning the Capitals are outworking their opponent at five-on-five—more shot attempts, more volume. But Dallas counters with a 51.0% xG% versus Washington's 50.0%, which means the Stars are converting their chances into higher-quality looks. One team controls possession; the other converts it more ruthlessly. Neither edge is large enough to call dominant.

The complication is sustainability. Dallas is sitting at a 1.024 PDO, suggesting their shooting efficiency is running ahead of expectation; regression is baked in. Washington's 1.018 PDO isn't as stark, but it's still warm. Both teams are due for cold spells, though neither is built to survive one tonight.

The player matchup becomes the tiebreaker. Alex Ovechkin remains Washington's frame—19 goals and 17 assists on a 0.97 xG/60 rate, with two high-danger chances and a 13.8% shooting percentage that suggests he's still converting at a clip above average. Anthony Beauvillier (14G, 10.4% shooting) is Washington's leverage; he's generating 0.89 xG/60, meaning his finishing has been a genuine difference-maker.

Dallas counters with Jason Robertson, who leads in raw production: 25 goals, 21 assists, two high-danger chances, and 12.4% shooting. He's operating at 0.96 xG/60, nearly identical to Ovechkin's volume but in a different system. Michael Bunting has been quieter (8 goals, 0.83 xG/60), but his 7.6% shooting rate hints at untapped potential.

The defensive weak links cut both ways. Declan Chisholm has been Washington's liability; Tyler Myers for Dallas. Neither defense is rated to shut anyone down, so whoever's secondary scoring activates first—whoever cashes a Beauvillier or Bunting chance instead of just generating it—shifts the balance.

This is as close to pick'em as analytics gets. The models aren't hedging; they're genuinely uncertain. That uncertainty is earned.

Computed danger · scouting

Players to watch

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
DAL
Jason Robertson25G 21A
0.96 xG/60 · 2 HD · 12.4% sh
Michael Bunting8G 14A
0.83 xG/60 · 0 HD · 7.6% sh
Source · MoneyPuck skaters