Backcheck
Recap · VAN at EDM

Oilers run the Canucks off the ice on the underlying numbers

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

By the ModelJul 12, 12:32 PMxG: xgboost-0.758Edited for clarity
Away
VAN
Vancouver Canucks
1
Home
EDM
Edmonton Oilers
6
FINAL
Process vs result

The underlying story

1.47Expected goals4.60
76% share for the better side
12Shot attempts (SOG)35
3High-danger chances4
29Corsi (all attempts)74
Score-adjusted: 34% / 66%
Source · NHL play-by-play · XGBoost xG

The Oilers' 6-1 victory looked more dominant than the underlying xG: Edmonton held 76% of expected goals (4.60–1.47), which is elite but not historically transcendent. K. Lankinen's 0.829 save percentage cost Vancouver 1.40 goals—a stunning underperformance that magnified the final margin. Edmonton's rush game (five goals on 39 chances) and power play (three on 14 shots) sealed the result.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
VAN1 / 3 · 0.58 xG
EDM1 / 4 · 0.90 xG
Medium dangermid-range
VAN0 / 5 · 0.64 xG
EDM5 / 28 · 3.11 xG
Low dangerperimeter & point
VAN0 / 21 · 0.25 xG
EDM0 / 42 · 0.60 xG

EDM went 5-for-28 from medium danger on 3.11 expected goals — 1.9 above expected.

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

Finishing vs expected

expectedactual
VAN
1 G · 1.47 xG · -0.5
EDM
6 G · 4.60 xG · +1.4
01234567
Goalies · GSAx (goals saved above expected)
K. LankinenVAN
-1.4
C. IngramEDM
+0.5

VAN finished -0.5 against expected, EDM +1.4 — K. Lankinen (VAN) allowed 1.4 more goals than expected.

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

Shot diet

goalsshots
VAN
WRIST1/8
TIP IN0/4
SNAP0/3
SLAP0/1
BACKHAND0/1
WRAP AROUND0/1
DEFLECTED0/0
BAT0/0
OTHER0/11
EDM
WRIST2/30
TIP IN0/6
SNAP3/5
SLAP0/7
BACKHAND0/4
WRAP AROUND0/0
DEFLECTED0/1
BAT1/1
OTHER0/20
VAN
EDM
Off the rush
1 G on 11 · 0.87 xG
5 G on 39 · 3.82 xG
Off rebounds
0 G on 2 · 0.37 xG
1 G on 4 · 0.37 xG

Wrist shots carried the volume: VAN went 1-for-8, EDM 2-for-30. EDM scored 5 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
C. McDavid
#97 · C · EDM
0 G · 4 A · 3 SOG · 18:16 TOI · +2
E. Bouchard
#2 · D · EDM
0 G · 3 A · 2 SOG · 21:52 TOI · +3
M. Savoie
#22 · C · EDM
3 G · 0 A · 6 SOG · 15:59 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • K. Lankinen (VAN) gave up 1.4 goals more than expected — well below their workload.
  • EDM was lethal off the rush — 5 goals on 39 rush chances.
  • EDM created 4 rebound opportunities (1 converted) — crashing the net effectively.
  • EDM power play was dominant — 3 PPG on 14 PP shots (1.32 xG).
Before the game — the model's pre-game read
Preview · VAN at EDM · 9:00 PM ET

The Oilers are the model's lean over the Canucks — with PDO regression in play

By the ModelJul 12, 11:59 AMEdited for clarity
Win probability

The model's lean

59%
EDM
Model favorite
41%
59%
VAN50EDM

EDM by 18 points of win probability — a clear lean. Projected score VAN 2.32.9 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

VAN← edge
edge →EDM
44.0%5v5 xG%52.0%
46.0%Corsi%50.0%
2.22xGF / 602.64
2.81xGA / 602.47
1.60Goals for / gm2.13
2.56Goals against / gm2.29
0.974PDO — luck, not skill0.982

EDM holds 6 of 6 process categories — and PDO (0.974 vs 0.982) says EDM has run hotter.

Source · MoneyPuck season tables · 5v5

Edmonton's win probability sits at 59% in a projected 2.3–2.9 game. The edge is real but thin, built on dominant underlying play offset by cold luck that's due to regress for both teams.

The Oilers carry stronger form. They've gone 6-2-2 over their last 10, running at a pace that shames Vancouver's -11 goal differential over the same stretch. Edmonton controls 5v5 play decisively: 52.0% expected goals and 50.0% Corsi against Vancouver's 44.0% xG and 46.0% shot share. Territory and chances favor Edmonton by a clear margin.

The complication is PDO. Both teams are running ice-cold. Vancouver sits at 0.974, Edmonton at 0.982—figures that will necessarily regress upward. The Oilers own the underlying play, so they'll collect their due when variance normalizes. The Canucks are the vulnerable party. They're only competitive if their luck turns around while Edmonton's stays south.

K. Lankinen bears watching on a back-to-back. Monitor for a backup start or a starter running on fumes.

Zach Hyman is Edmonton's engine at 1.23 xG/60, with 14 goals and 13 assists. Connor McDavid operates at a lower per-60 rate of 0.92 xG but accumulates 25 goals and 33 assists—dominance through system efficiency rather than volume alone. For Vancouver, Drew O'Connor's 11.8% shooting rate matters when paired with 13 goals across a 0.85 xG/60 output. Filip Chytil, generating 1.03 xG/60, hasn't played in 73 days, making him a question mark.

Defensively, Victor Mancini represents Vancouver's weak link; Jake Walman fills that role for Edmonton. Both record 0% high-danger and rebound goal rates, an oddity that flags either exceptional discipline or fragility in scoring depth when primary chances tighten.

The model leans Oilers. Edmonton has earned it through possession dominance, with the added buffer of positive PDO regression on their side.

Computed danger · scouting

Players to watch

VAN
Filip Chytil3G 0A
1.03 xG/60 · 1 HD · 15.0% sh
Drew O'Connor13G 11A
0.85 xG/60 · 3 HD · 11.8% 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