Backcheck
Recap · WSH at CHI

L. Thompson stands tall as the Capitals edge the Blackhawks

The Capitals stole one. They lost the expected-goals battle 2.23–3.78 and won anyway.

By the ModelJul 12, 12:00 AMxG: xgboost-0.758Edited for clarity
Away
WSH
Washington Capitals
5
Home
CHI
Chicago Blackhawks
1
FINAL
Process vs result

The underlying story

2.23Expected goals3.78
63% share for the better side
24Shot attempts (SOG)24
3High-danger chances8
43Corsi (all attempts)50
Score-adjusted: 40% / 60%
Source · NHL play-by-play · XGBoost xG

Chicago dominated the underlying play and lost 5-1 anyway. The Blackhawks held 63% of expected goals (3.78–2.23) on even shot volume (24–24), owning nearly every meaningful metric—and walking away with nothing. Washington stole this one through efficiency and goaltending.

The Capitals' power was surgical. They overperformed their 2.23 xG by 2.77 goals, converting at rates the shot quality didn't predict. On just 21 rush chances, Washington scored 4 goals. That's lethality compressed into a few precise looks.

Chicago's collapse was mirror-image. The Blackhawks generated more dangerous chances at 0.076 xG per shot (versus Washington's 0.052) and led 8–3 in high-danger attempts. They converted zero of those eight. D. Commesso added to the toll: he gave up 2.77 goals above expected, a gap that magnified every mistake into a scoreboard entry.

L. Thompson was the story. The Washington goalie stopped 23 of 24 shots for a 0.958 save percentage, saving 2.78 goals above expected and posting a perfect record on Chicago's eight high-danger chances. This was goaltending that transformed play quality into a rout.

Alex Ovechkin's snap shot from the high slot (P3, 13:33) was the turning point. Once Washington found their rhythm on the rush, the Blackhawks couldn't recover. Chicago generated 5 rebound opportunities but converted none, a pattern of offensive pressure meeting an immovable object.

The Three Stars belonged to Washington: J. Carlson (2A, 19:43), M. Fehérváry (2A, 17:59), and C. McMichael (1G, 1A, 14:49). This was the difference between dominating the play and dominating the scoresheet.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WSH2 / 3 · 0.70 xG
CHI0 / 8 · 2.35 xG
Medium dangermid-range
WSH3 / 11 · 0.95 xG
CHI1 / 11 · 0.98 xG
Low dangerperimeter & point
WSH0 / 29 · 0.59 xG
CHI0 / 31 · 0.45 xG

CHI went 0-for-8 from high danger on 2.35 expected goals — 2.4 left on the table.

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

Finishing vs expected

expectedactual
WSH
5 G · 2.23 xG · +2.8
CHI
1 G · 3.78 xG · -2.8
0123456
Goalies · GSAx (goals saved above expected)
L. ThompsonWSH
+2.8
D. CommessoCHI
-2.8

WSH finished +2.8 against expected, CHI -2.8 — L. Thompson (WSH) saved 2.8 goals above expected.

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

Shot diet

goalsshots
WSH
WRIST3/19
SNAP1/8
SLAP0/5
TIP IN0/1
BACKHAND1/3
DEFLECTED0/0
OTHER0/7
CHI
WRIST0/23
SNAP1/8
SLAP0/2
TIP IN0/5
BACKHAND0/2
DEFLECTED0/1
OTHER0/9
WSH
CHI
Off the rush
4 G on 21 · 1.55 xG
1 G on 22 · 2.23 xG
Off rebounds
1 G on 2 · 0.34 xG
0 G on 5 · 0.92 xG

Wrist shots carried the volume: WSH went 3-for-19, CHI 0-for-23. WSH scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Carlson
#74 · D · WSH
0 G · 2 A · 0 SOG · 19:43 TOI · +3
M. Fehérváry
#42 · D · WSH
0 G · 2 A · 1 SOG · 17:59 TOI · +4
C. McMichael
#24 · L · WSH
1 G · 1 A · 3 SOG · 14:49 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • WSH stole this one. CHI owned 63% of the xG and lost.
  • WSH generated higher-quality looks than the shot total suggests.
  • L. Thompson (WSH) stopped 2.8 goals above expected.
  • D. Commesso (CHI) gave up 2.8 goals more than expected — well below their workload.
  • CHI generated far more dangerous chances — 0.076 xG/shot vs 0.052. Quality over quantity.
  • CHI couldn't convert — 0/8 on high-danger chances. That won't happen often.
  • WSH was lethal off the rush — 4 goals on 21 rush chances.
  • CHI created 5 rebound opportunities (0 converted) — crashing the net effectively.
  • CHI underperformed xG by 2.8 — wasted quality chances.
  • WSH outperformed their expected goals by 2.8 — elite finishing or lucky bounces.
  • L. Thompson (WSH) saved 2.8 goals above expected — stole the show.
  • L. Thompson was a wall on HD chances — 100% SV on 8 high-danger shots.
Before the game — the model's pre-game read
Preview · WSH at CHI · 8:00 PM ET

Capitals at Blackhawks: a genuine coin flip

By the ModelJul 11, 11:59 PMEdited for clarity
Win probability

The model's lean

54%
WSH
Model favorite
54%
46%
WSH50CHI

WSH by 8 points of win probability — a modest lean. Projected score WSH 2.82.5 CHI; 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 →CHI
50.0%5v5 xG%42.0%
49.0%Corsi%46.0%
2.62xGF / 602.17
2.62xGA / 602.94
2.18Goals for / gm1.84
1.79Goals against / gm2.41
1.018PDO — luck, not skill0.996

WSH holds 6 of 6 process categories — and PDO (1.018 vs 0.996) says WSH has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a WSH 2.8 - 2.5 CHI game with Capitals holding 54% win probability. This is essentially a coin flip.

Washington owns the underlying play. The Capitals generate 50.0% expected goals share versus Chicago's 42.0%, backed by a Corsi edge of 49.0% to 46.0%. Recent form complicates the picture: WSH is underwater at minus-8 goal differential over their last 10, and a PDO of 1.018 suggests regression looms. Chicago's 0.996 PDO sits neutral; their underlying metrics show a team being outplayed at both shot and expected-goals levels.

Goaltending presents uncertainty. S. Knight is on a back-to-back for Washington, as is L. Thompson for Chicago—both situations invite backup deployments or fatigued starters.

Washington's offense runs through Alex Ovechkin (19G, 17A, 0.97 xG/60, 2 HD goals) and Anthony Beauvillier (14G, 9A, 0.89 xG/60, 10.4% shooting rate). Ovechkin's 13.8% clip could normalize. Chicago counters with Tyler Bertuzzi, who leads the team with 20 goals and 15 assists while generating 0.85 xG/60 and delivering 7 high-danger goals—evidence of finishing prowess. Connor Bedard (17G, 27A, 0.82 xG/60) constructs play rather than finishes, though his 11.8% shooting rate leaves upside.

Both teams register 0% on high-danger and rebound goal rates—metrics that rarely persist. Washington's Declan Chisholm and Chicago's Anton Frondell represent defensive vulnerabilities.

The game turns on whether Washington's underlying advantage holds or whether regression in PDO and recent form narrows the gap. Chicago remains a live dog on an off night. At 54%, this truly is a coin flip.

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
CHI
Tyler Bertuzzi20G 15A
0.85 xG/60 · 7 HD · 18.0% sh
Connor Bedard17G 27A
0.82 xG/60 · 5 HD · 11.8% sh
Source · MoneyPuck skaters