Backcheck
Recap · COL at EDM

Avalanche run the Oilers off the ice on the underlying numbers

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

By the ModelJul 11, 3:10 PMxG: xgboost-0.758Edited for clarity
Away
COL
Colorado Avalanche
9
Home
EDM
Edmonton Oilers
1
FINAL
Process vs result

The underlying story

4.94Expected goals2.83
64% share for the better side
34Shot attempts (SOG)24
6High-danger chances5
59Corsi (all attempts)52
Score-adjusted: 47% / 54%
Source · NHL play-by-play · XGBoost xG

The 9–1 scoreline exceeds what Colorado's shot quality alone would predict. The Avalanche controlled 64% of 5v5 expected goals (4.94–2.83)—a dominant advantage that doesn't justify a nine-goal margin. Edmonton held 41% of shot attempts (24–34), and high-danger chances split nearly even at 6–5. The gap came from two sources: elite goaltending and opportunistic offensive execution.

S. Wedgewood (COL) saved 1.83 goals above expected while C. Pickard (EDM) allowed 1.95 more than expected and S. Skinner (EDM) another 2.11. Colorado scored four times from low-danger spots—chances the opponent must stop—and eight times on 37 rush attempts. These performances pushed the Avalanche 4.06 goals above their xG while the Oilers fell 1.83 short.

Colorado generated superior shot quality: 0.084 xG per shot versus Edmonton's 0.054. The Oilers still created chances (five high-danger attempts) but converted only one, revealing both offensive futility and goaltending failure. Jack Drury's snap shot from the high slot (P3, 14:28) came when Colorado had seized control.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
COL2 / 6 · 1.98 xG
EDM1 / 5 · 1.13 xG
Medium dangermid-range
COL3 / 21 · 2.44 xG
EDM0 / 13 · 1.24 xG
Low dangerperimeter & point
COL4 / 32 · 0.52 xG
EDM0 / 34 · 0.45 xG

COL went 4-for-32 from low danger on 0.52 expected goals — 3.5 above expected.

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

Finishing vs expected

expectedactual
COL
9 G · 4.94 xG · +4.1
EDM
1 G · 2.83 xG · -1.8
012345678910
Goalies · GSAx (goals saved above expected)
S. WedgewoodCOL
+1.8
C. PickardEDM
-1.9
S. SkinnerEDM
-2.1

COL finished +4.1 against expected, EDM -1.8 — S. Skinner (EDM) allowed 2.1 more goals than expected.

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

Shot diet

goalsshots
COL
SNAP5/15
WRIST0/11
BACKHAND3/6
SLAP0/5
TIP IN1/4
DEFLECTED0/2
WRAP AROUND0/0
OTHER0/16
EDM
SNAP1/16
WRIST0/5
BACKHAND0/6
SLAP0/7
TIP IN0/2
DEFLECTED0/0
WRAP AROUND0/1
OTHER0/15
COL
EDM
Off the rush
8 G on 37 · 4.24 xG
0 G on 25 · 2.40 xG
Off rebounds
1 G on 2 · 0.56 xG
0 G on 1 · 0.08 xG

Snap shots carried the volume: COL went 5-for-15, EDM 1-for-16. COL scored 8 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
N. MacKinnon
#29 · C · COL
2 G · 2 A · 6 SOG · 19:46 TOI · +4
D. Toews
#7 · D · COL
0 G · 3 A · 0 SOG · 17:12 TOI · +3
P. Kelly
#17 · C · COL
2 G · 1 A · 4 SOG · 10:32 TOI · +4
Ranked from the box score — points first · Backcheck
What the model flagged
  • S. Wedgewood (COL) stopped 1.8 goals above expected.
  • C. Pickard (EDM) gave up 1.9 goals more than expected — well below their workload.
  • COL had the higher quality looks — 0.084 xG/shot vs 0.054.
  • COL scored 4 goals from low-danger spots — the opposing goalie needs to have those.
  • COL was lethal off the rush — 8 goals on 37 rush chances.
  • EDM underperformed xG by 1.8 — wasted quality chances.
  • COL outperformed their expected goals by 4.1 — elite finishing or lucky bounces.
  • S. Wedgewood (COL) saved 1.8 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · COL at EDM · 10:00 PM ET

Avalanche at Oilers: a genuine coin flip

By the ModelJul 11, 3:09 PMEdited for clarity
Win probability

The model's lean

53%
COL
Model favorite
53%
47%
COL50EDM

COL by 6 points of win probability — a modest lean. Projected score COL 2.82.6 EDM; 18% chance it's tied after 60.

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

Tale of the tape

COL← edge
edge →EDM
57.0%5v5 xG%52.0%
57.0%Corsi%50.0%
3.03xGF / 602.64
2.30xGA / 602.47
2.63Goals for / gm2.13
1.56Goals against / gm2.29
1.021PDO — luck, not skill0.982

COL holds 6 of 6 process categories — and PDO (1.021 vs 0.982) says COL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.8 to 2.6 Colorado edge, with the Avalanche at 53% win probability—a pick'em in all but mathematics.

Colorado dominates the underlying play. At 57.0% 5v5 expected goals and 57.0% Corsi share, the Avalanche drive territorial tilt. They control both shot quality and volume.

Yet a PDO divergence threatens to flatten that edge. Colorado's PDO of 1.021 means the team is running hot—luck is inflating their results. Edmonton's 0.982 PDO suggests the opposite: the Oilers are running cold, due for positive regression. Those forces roughly cancel. A dominant Avalanche performance might still lose if Edmonton's underlying shortfall snaps back.

Watch Artturi Lehkonen and Ross Colton for Colorado. Lehkonen carries 1.11 xG/60 with 18G 22A and 14.9% shooting—he converts at an elite rate. Colton plots at 1.10 xG/60, generating at Lehkonen's rate but converting at 4.9%, a rate too low to persist.

For Edmonton, Zach Hyman is the engine. At 1.23 xG/60—higher volume than either Avalanche forward—Hyman threatens every chance. His 14G 13A with 13.0% shooting sits in the plausible range. Connor McDavid is the name, but not the point-of-attack threat here. At 0.92 xG/60, McDavid generates fewer chances than his linemates, yet his 25G 33A and 13.7% shooting confirm that he finishes what he touches. Lehkonen (1.11 xG/60, 6 HD goals) versus Hyman (1.23 xG/60, 1 HD goal) is the real test.

The secondary matchup matters too. Nazem Kadri is flagged as Colorado's defensive weak link; expect Edmonton to target him. Jake Walman carries the same burden on the Oilers' back end. The team that manages its liabilities survives.

This is a coin flip because the statistical case for Colorado—dominating 5v5 play and territorial control—collides with the regression narrative: the Oilers have nowhere to go but up, while Colorado is fated to come down. Neither team can separate. Take the pick'em and move on.

Computed danger · scouting

Players to watch

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
EDM
Zach Hyman14G 13A
1.23 xG/60 · 1 HD · 13.0% sh
Connor McDavid25G 33A
0.92 xG/60 · 5 HD · 13.7% sh
Source · MoneyPuck skaters