Backcheck
Recap · WSH at COL

Avalanche pull away from the Capitals

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

By the ModelJul 12, 1:33 AMxG: xgboost-0.758Edited for clarity
Away
WSH
Washington Capitals
2
Home
COL
Colorado Avalanche
5
FINAL
Process vs result

The underlying story

3.55Expected goals5.16
59% share for the better side
24Shot attempts (SOG)44
5High-danger chances7
56Corsi (all attempts)94
Score-adjusted: 40% / 60%
Source · NHL play-by-play · XGBoost xG

Colorado dominated 5-2, and the underlying numbers endorsed the verdict—but Washington got particularly unlucky getting there. The Capitals underperformed their expected goals by 1.55, managing only 2 goals on 3.55 xG despite having quality chances the numbers said should have gone in.

Colorado controlled the game completely. They held 65% of shot attempts (44–24) and finished 59% of expected goals (5.16–3.55). In the high-danger zone, the Avalanche were ruthless: 3 of 7 chances became goals, a 43% conversion rate. Off the rush, they were even more efficient—4 goals from just 45 chances.

S. Wedgewood played the game's most decisive role, stopping 1.6 goals above expected. C. Lindgren faced 44 shots and allowed 5, posting an 0.886 save percentage against overwhelming volume.

The turning point came in the third period, when N. MacKinnon fired a snap shot from the slot at 16:30, seizing the moment Colorado's dominance warranted.

Colorado did have one minor inefficiency: they slightly underperformed their own xG (5 goals on 5.16 expected), suggesting they could have run up the score further. But when you're outshooting an opponent nearly 2-to-1 and converting at elite rates, the scoreline speaks for itself.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WSH1 / 5 · 1.14 xG
COL3 / 7 · 1.91 xG
Medium dangermid-range
WSH0 / 18 · 1.91 xG
COL2 / 19 · 2.13 xG
Low dangerperimeter & point
WSH1 / 33 · 0.51 xG
COL0 / 68 · 1.12 xG

WSH went 0-for-18 from medium danger on 1.91 expected goals — 1.9 left on the table.

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

Finishing vs expected

expectedactual
WSH
2 G · 3.55 xG · -1.6
COL
5 G · 5.16 xG · -0.2
0123456
Goalies · GSAx (goals saved above expected)
C. LindgrenWSH
+0.2
S. WedgewoodCOL
+1.6

WSH finished -1.6 against expected, COL -0.2 — S. Wedgewood (COL) saved 1.6 goals above expected.

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

Shot diet

goalsshots
WSH
WRIST1/20
SNAP0/6
SLAP0/2
TIP IN0/7
BACKHAND1/7
POKE0/1
BAT0/1
DEFLECTED0/0
OTHER0/12
COL
WRIST1/42
SNAP3/11
SLAP0/10
TIP IN1/4
BACKHAND0/2
POKE0/0
BAT0/0
DEFLECTED0/1
OTHER0/24
WSH
COL
Off the rush
1 G on 26 · 2.36 xG
4 G on 45 · 4.04 xG
Off rebounds
0 G on 6 · 0.77 xG
1 G on 3 · 0.52 xG

Wrist shots carried the volume: WSH went 1-for-20, COL 1-for-42. COL scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
N. MacKinnon
#29 · C · COL
2 G · 1 A · 10 SOG · 22:27 TOI · +2
M. Necas
#88 · C · COL
0 G · 2 A · 2 SOG · 23:38 TOI · +2
E. Frank
#53 · R · WSH
1 G · 1 A · 4 SOG · 14:57 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • S. Wedgewood (COL) stopped 1.6 goals above expected.
  • COL was clinical in the high-danger zone — 3/7 on HD chances (43%).
  • COL was lethal off the rush — 4 goals on 45 rush chances.
  • COL created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • WSH created 6 rebound opportunities (0 converted) — crashing the net effectively.
  • WSH underperformed xG by 1.6 — wasted quality chances.
  • S. Wedgewood (COL) saved 1.6 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · WSH at COL · 4:00 PM ET

The Avalanche are the model's lean over the Capitals — with PDO regression in play

By the ModelJul 12, 1:29 AMEdited for clarity
Win probability

The model's lean

58%
COL
Model favorite
42%
58%
WSH50COL

COL by 16 points of win probability — a clear lean. Projected score WSH 2.53.0 COL; 17% 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 →COL
50.0%5v5 xG%57.0%
49.0%Corsi%57.0%
2.62xGF / 603.03
2.62xGA / 602.30
2.18Goals for / gm2.63
1.79Goals against / gm1.56
1.018PDO — luck, not skill1.021

COL holds 6 of 6 process categories — and PDO (1.018 vs 1.021) says COL has run hotter.

Source · MoneyPuck season tables · 5v5

Colorado sits at 58% win probability against Washington in the model's projection of a 2.5–3.0 game. The Avalanche are the pick — but regression may have other plans.

The Avalanche are fresher, posting a 6-3-1 mark in their last 10 games. More importantly, they own the underlying play. Colorado generates 57.0% of 5v5 expected goals against Washington's 50.0%, and controls territory at 57.0% Corsi. The model sees what the eye sees: a team pushing the play.

Both teams are running dangerously hot on PDO. Colorado sits at 1.021; Washington at 1.018. That's unsustainable. The Avalanche's xG advantage is structural; the Capitals' will evaporate.

Watch L. Thompson's availability. On a back-to-back, Washington could deploy a backup, or ride its starter into the second half fatigued.

Players to Watch

Alex Ovechkin leads Washington at 19 goals and 17 assists, generating 0.97 expected goals per 60 while shooting 13.8%, backed by two high-danger goals. Anthony Beauvillier supplies secondary production with 14 goals and 9 assists at 0.89 xG/60, shooting 10.4%, and represents Washington's reliance on conversion over volume.

Artturi Lehkonen drives Colorado at 1.11 xG/60 with 18 goals, 22 assists, and six high-danger goals while shooting 14.9%. Ross Colton complements him at 1.10 xG/60 on just 7 goals and 15 assists, shooting 4.9%, evidence Colton hasn't converted his volume.

The Structural Edge

Neither team generates high-danger or rebound goals at elevated clips — both sit at 0% in those categories. Washington's defensive weakness is Declan Chisholm; Colorado's is Nazem Kadri. The Avalanche's edge isn't in individual matchups but in volume: 57.0% xG over a full game compounds faster than Ovechkin's 13.8% shooting and Beauvillier's 10.4% can overcome.

The model's lean on Colorado is sound. Whether it holds depends on whose PDO collapses first.

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
COL
Artturi Lehkonen18G 22A
1.11 xG/60 · 6 HD · 14.9% sh
Ross Colton7G 15A
1.10 xG/60 · 1 HD · 4.9% sh
Source · MoneyPuck skaters