Backcheck
Recap · WPG at EDM

Oilers run the Jets off the ice on the underlying numbers

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

By the ModelJul 11, 7:15 PMxG: xgboost-0.758Edited for clarity
Away
WPG
Winnipeg Jets
2
Home
EDM
Edmonton Oilers
6
FINAL
Process vs result

The underlying story

2.22Expected goals3.50
61% share for the better side
21Shot attempts (SOG)27
0High-danger chances4
48Corsi (all attempts)47
Score-adjusted: 58% / 42%
Source · NHL play-by-play · XGBoost xG

Edmonton's 6-2 demolition of Winnipeg was backed by dominant underlying metrics — the Oilers held 61% of expected goals (3.50–2.22). They also exceeded that projection by 2.50 goals, marking significant overperformance.

The depth of Edmonton's control became clear across every dimension. They held 56% of shot attempts (27–21) and generated four high-danger chances to Winnipeg's zero. The gap in offensive quality was stark: Edmonton's shots carried 0.075 expected goals each, while Winnipeg's managed just 0.046. It wasn't volume — it was precision.

Winnipeg struggled to generate opportunities and got no fortune with the few they created. E. Comrie faced fewer scoring chances than his workload would suggest, underperforming his expected value by 1.92 goals. T. Milic, brought in for relief, managed to steal 1.5 goals above expected, a rare bright spot in a lopsided evening.

Edmonton's rush game was lethal. They converted four goals on 22 rush attempts, a devastating rate. Winnipeg managed two goals on 23 rush chances — respectable in isolation, but irrelevant against Edmonton's efficiency.

S. Skinner (EDM) stopped 19 of 21 shots (0.905 SV%) without requiring dramatics. The Oilers' dominance was its own defense.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WPG0 / 0 · 0.00 xG
EDM1 / 4 · 0.80 xG
Medium dangermid-range
WPG1 / 15 · 1.61 xG
EDM5 / 21 · 2.41 xG
Low dangerperimeter & point
WPG1 / 33 · 0.61 xG
EDM0 / 22 · 0.30 xG

EDM went 5-for-21 from medium danger on 2.41 expected goals — 2.6 above expected.

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

Finishing vs expected

expectedactual
WPG
2 G · 2.22 xG · -0.2
EDM
6 G · 3.50 xG · +2.5
01234567
Goalies · GSAx (goals saved above expected)
E. ComrieWPG
-1.9
T. MilicWPG
-0.6
S. SkinnerEDM
+0.2

WPG finished -0.2 against expected, EDM +2.5 — E. Comrie (WPG) allowed 1.9 more goals than expected.

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

Shot diet

goalsshots
WPG
SNAP0/21
SLAP0/5
TIP IN0/4
BACKHAND0/1
WRIST1/2
DEFLECTED0/1
WRAP AROUND1/1
POKE0/0
OTHER0/13
EDM
SNAP1/28
SLAP1/4
TIP IN0/2
BACKHAND2/4
WRIST2/2
DEFLECTED0/0
WRAP AROUND0/0
POKE0/1
OTHER0/6
WPG
EDM
Off the rush
2 G on 23 · 1.71 xG
4 G on 22 · 2.19 xG
Off rebounds
0 G on 0 · 0.00 xG
2 G on 9 · 1.17 xG

Snap shots carried the volume: WPG went 0-for-21, EDM 1-for-28. EDM scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
E. Bouchard
#2 · D · EDM
1 G · 1 A · 1 SOG · 20:51 TOI · -1
C. McDavid
#97 · C · EDM
0 G · 2 A · 5 SOG · 18:38 TOI
L. Draisaitl
#29 · C · EDM
1 G · 1 A · 1 SOG · 16:20 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • E. Comrie (WPG) gave up 1.9 goals more than expected — well below their workload.
  • EDM generated far more dangerous chances — 0.075 xG/shot vs 0.046. Quality over quantity.
  • EDM was lethal off the rush — 4 goals on 22 rush chances.
  • WPG was lethal off the rush — 2 goals on 23 rush chances.
  • EDM created 9 rebound opportunities (2 converted) — crashing the net effectively.
  • EDM outperformed their expected goals by 2.5 — elite finishing or lucky bounces.
  • T. Milic (WPG) saved 1.5 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · WPG at EDM · 10:00 PM ET

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

By the ModelJul 11, 7:14 PMEdited for clarity
Win probability

The model's lean

56%
EDM
Model favorite
44%
56%
WPG50EDM

EDM by 12 points of win probability — a modest lean. Projected score WPG 2.42.7 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

WPG← edge
edge →EDM
48.0%5v5 xG%52.0%
49.0%Corsi%50.0%
2.34xGF / 602.64
2.55xGA / 602.47
1.90Goals for / gm2.13
2.10Goals against / gm2.29
0.998PDO — luck, not skill0.982

EDM holds 5 of 6 process categories — and PDO (0.998 vs 0.982) says WPG has run hotter.

Source · MoneyPuck season tables · 5v5

The Oilers are favored—the model projects this game with the Oilers at 56% win probability, the score expectation WPG 2.4–2.7 EDM.

The underlying play explains why. The Oilers control the 5v5 game at 52.0% xG% against Winnipeg's 48.0%. That edge in expected goals translates to better shot quality and more dangerous chances.

But there's a complication: the Oilers are running cold. Their PDO of 0.982 suggests they're underperforming their actual play—puck luck hasn't followed them. That's the regression watch. When a team this good at generating chances also scores at below-normal rates, positive regression typically follows.

Winnipeg's underlying metrics are closer than the win probability suggests. Their 5v5 Corsi% is 49.0% against Edmonton's 50.0%, a marginal gap in shot volume. Their PDO of 0.998 means they've benefited from slightly above-average puck luck, which makes their gap feel smaller than it plays.

The key separators are individual matchups. Nino Niederreiter has been Winnipeg's highest-impact forward, generating 0.87 xG/60 with 6G 6A and 3 HD goals on an 8.6% shooting rate. Kyle Connor provides secondary offensive punch at 0.83 xG/60, 25G 30A with 2 HD goals on a 13.0% shooting clip.

Edmonton counters with Zach Hyman leading at 1.23 xG/60, 14G 13A with just 1 HD goal despite his 13.0% shooting rate. Connor McDavid's line is the real engine: 0.92 xG/60, 25G 33A with 5 HD goals on 13.7% shooting. McDavid's ability to convert high-danger chances is what separates this matchup—his finishing rate sits well above Niederreiter's.

One defensive weak link worth monitoring for each side: Colin Miller for Winnipeg, Jake Walman for Edmonton. Both could see increased assignment responsibility if their team needs tighter coverage against the opposition's best.

Neither team has been particularly effective at generating or preventing hard-to-track goal types—both sit at 0% HD goal rate and 0% rebound goal rate. That suggests the game will be decided in the areas where metrics exist: shot quality, which Edmonton's 52.0% xG% advantage controls.

The model's edge for Edmonton is real, and the PDO regression narrative adds conviction. Winnipeg will need to match Edmonton's shot quality or post an outlier efficiency performance—unlikely when Connor McDavid is in the lineup.

Computed danger · scouting

Players to watch

WPG
Nino Niederreiter6G 6A
0.87 xG/60 · 3 HD · 8.6% sh
Kyle Connor25G 30A
0.83 xG/60 · 2 HD · 13.0% 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