Backcheck
Recap · PHI at WSH

Capitals hold off the Flyers

The Capitals stole one. They lost the expected-goals battle 3.36–2.59 and won anyway.

By the ModelJul 12, 9:50 AMxG: xgboost-0.758Edited for clarity
Away
PHI
Philadelphia Flyers
4
Home
WSH
Washington Capitals
6
FINAL
Process vs result

The underlying story

3.36Expected goals2.59
56% share for the better side
24Shot attempts (SOG)18
6High-danger chances3
66Corsi (all attempts)38
Score-adjusted: 66% / 34%
Source · NHL play-by-play · XGBoost xG

The Capitals beat the Flyers 6-4 despite losing the expected goals battle 2.59–3.36. The Flyers controlled 56% of expected goals at 5v5—Washington's win was a heist.

The margin of this heist lay in execution. The Capitals held just 43% of shot attempts (18–24 on goal) and 44% of expected goals, but generated far more dangerous chances: 3 to 6 in the high-danger category. That quality mattered. Washington outperformed their xG by 3.41 goals, suggesting elite finishing or fortunate bounces. Philadelphia, meanwhile, underperformed by 2.41 goals—D. Vladar's save percentage dipped to 0.706, well below expectation.

L. Thompson, the Capitals' starter, posted a 0.833 save percentage, slightly underperforming xG. Yet the gap narrowed by virtue of Washington's efficiency: they scored 5 goals on 19 rush chances while Philadelphia managed 3 on 26. That 26% conversion rate to Philadelphia's 12% defined the run game.

Washington's power play was the other weapon. Two power-play goals on 11 shots against 0.86 expected goals suggests both volume and conversion. The Capitals controlled momentum through special teams and transition play while getting out-chanced at even strength.

The turning point came early in the third period: Tom Wilson's snap shot from a sharp angle at 18:56, capitalizing on Philadelphia's giveaway and the kind of chance that xG models undervalue.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
PHI1 / 6 · 1.53 xG
WSH1 / 3 · 1.25 xG
Medium dangermid-range
PHI2 / 11 · 1.18 xG
WSH4 / 9 · 0.93 xG
Low dangerperimeter & point
PHI1 / 49 · 0.65 xG
WSH1 / 26 · 0.41 xG

WSH went 4-for-9 from medium danger on 0.93 expected goals — 3.1 above expected.

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

Finishing vs expected

expectedactual
PHI
4 G · 3.36 xG · +0.6
WSH
6 G · 2.59 xG · +3.4
01234567
Goalies · GSAx (goals saved above expected)
D. VladarPHI
-2.4
L. ThompsonWSH
-0.6

PHI finished +0.6 against expected, WSH +3.4 — D. Vladar (PHI) allowed 2.4 more goals than expected.

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

Shot diet

goalsshots
PHI
SNAP2/26
SLAP0/6
TIP IN1/5
BACKHAND0/1
WRIST1/4
WRAP AROUND0/1
DEFLECTED0/0
OTHER0/23
WSH
SNAP5/17
SLAP1/2
TIP IN0/2
BACKHAND0/4
WRIST0/0
WRAP AROUND0/0
DEFLECTED0/1
OTHER0/12
PHI
WSH
Off the rush
3 G on 26 · 2.43 xG
5 G on 19 · 1.72 xG
Off rebounds
1 G on 3 · 0.57 xG
0 G on 0 · 0.00 xG

Snap shots carried the volume: PHI went 2-for-26, WSH 5-for-17. WSH scored 5 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
P. Dubois
#80 · C · WSH
0 G · 4 A · 0 SOG · 17:18 TOI · +1
J. Chychrun
#6 · D · WSH
1 G · 2 A · 2 SOG · 20:22 TOI · +2
T. Sanheim
#6 · D · PHI
1 G · 1 A · 4 SOG · 22:59 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • WSH won despite being outplayed by xG (44%). Goaltending or finishing carried them.
  • D. Vladar (PHI) gave up 2.4 goals more than expected — well below their workload.
  • WSH generated far more dangerous chances — 0.068 xG/shot vs 0.051. Quality over quantity.
  • WSH was lethal off the rush — 5 goals on 19 rush chances.
  • PHI was lethal off the rush — 3 goals on 26 rush chances.
  • PHI created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • WSH outperformed their expected goals by 3.4 — elite finishing or lucky bounces.
  • WSH power play was dominant — 2 PPG on 11 PP shots (0.86 xG).
Before the game — the model's pre-game read
Preview · PHI at WSH · 7:00 PM ET

Flyers at Capitals: a genuine coin flip

By the ModelJul 12, 9:47 AMEdited for clarity
Win probability

The model's lean

52%
WSH
Model favorite
48%
52%
PHI50WSH

WSH by 4 points of win probability — effectively a coin flip. Projected score PHI 2.42.5 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

PHI← edge
edge →WSH
51.0%5v5 xG%50.0%
48.0%Corsi%49.0%
2.26xGF / 602.62
2.20xGA / 602.62
1.96Goals for / gm2.18
1.82Goals against / gm1.79
1.008PDO — luck, not skill1.018

WSH holds 4 of 6 process categories — and PDO (1.008 vs 1.018) says WSH has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.4–2.5 goal game with Washington at 52% win probability—this is about as close to a pick'em as you'll find. Neither team has seized control of this matchup in any meaningful way.

Underlying play is genuinely even. Philadelphia's expected-goals share sits at 51.0% against Washington's 50.0%, a razor-thin edge. Shot metrics tell the same story: the Flyers' 48.0% Corsi lags the Capitals' 49.0% by a single percentage point. This isn't a game where one team dominates and gets unlucky—it's a coin flip at the possession level.

The Capitals have caught fire at the right time, though. Their PDO of 1.018 suggests they're running hot and due for some regression. When a team's puck-luck index climbs that high, history suggests the pendulum swings back. The Flyers' 1.008 is more sustainable, if still slightly elevated.

Washington's scoring depth is built on its most dangerous weapon: Alex Ovechkin. At 0.97 xG per 60 minutes, he's carrying 19 goals and 17 assists with 2 high-danger chances and a 13.8% shooting rate. He's not just scoring; he's creating from volume. Anthony Beauvillier offers secondary punch at 0.89 xG/60, with 14 goals and 9 assists across 2 high-danger chances and a 10.4% shooting rate.

Philadelphia's scoring mirrors Washington's structure: two elite forwards pulling the load. Owen Tippett's 0.88 xG/60 has translated to 19 goals and 18 assists with 2 high-danger chances and a 12.1% shooting rate. Christian Dvorak operates just below that tier at 0.81 xG/60, generating 12 goals and 21 assists with 3 high-danger chances and an 11.2% shooting rate.

The edge here is marginal. Tippett and Dvorak have more high-danger looks combined (5 vs. 4), but Ovechkin's shooting rate is measurably higher. Philadelphia has slight secondary scoring stability; Washington has it in star power efficiency.

Defensively, both teams carry vulnerabilities. Christian Dvorak represents a weak link for Philadelphia, while Declan Chisholm carries similar risk for Washington. Neither team can afford to expose these liabilities, yet neither can fully mask them in a close contest.

The projection gets this right: it's a true pick'em. Washington's hot shooting could carry it, but the underlying metrics don't support a sustained edge. Philadelphia's possession work is quiet and real. When two teams look this similar across every meaningful dimension, the team that avoids its inevitable regression owns the advantage. That's Philadelphia, but the edge is academic.

Computed danger · scouting

Players to watch

PHI
Owen Tippett19G 18A
0.88 xG/60 · 2 HD · 12.1% sh
Christian Dvorak12G 21A
0.81 xG/60 · 3 HD · 11.2% 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