Backcheck
Recap · EDM at PIT

Oilers hold off the Penguins

The Oilers won a genuine coin flip — neither side controlled the run of play.

By the ModelJul 11, 8:36 PMxG: xgboost-0.758Edited for clarity
Away
EDM
Edmonton Oilers
6
Home
PIT
Pittsburgh Penguins
4
FINAL
Process vs result

The underlying story

4.15Expected goals4.11
50% share for the better side
23Shot attempts (SOG)30
6High-danger chances5
54Corsi (all attempts)64
Score-adjusted: 40% / 60%
Source · NHL play-by-play · XGBoost xG

Edmonton won this game with its goaltending and finishing, not domination. The Penguins held 57% of shot attempts and expected goals essentially split down the middle (4.11–4.15), yet the Oilers won 6-4. Edmonton overperformed its expected goals by 1.85 goals—the difference between lucky bounces and tactical execution.

T. Jarry's work in the high-danger zone proved decisive: 100% save percentage on five high-danger shots. S. Skinner, meanwhile, fell 0.85 goals short of expected performance—particularly damaging on Pittsburgh's 0-for-5 night in high-danger areas. Edmonton capitalized on four of six chances in that same zone (67%), the kind of conversion rate that swings close games.

The Penguins' rush game was efficient (2 goals on 28 chances), but Edmonton's was more clinical: four goals on 33 attempts. Pittsburgh created four rebound opportunities and converted two; Edmonton created four and converted none.

Danton Heinen's wrist shot from the slot (19:46, third period) marked the turning point. C. McDavid delivered two goals and two assists in 22:31, L. Draisaitl recorded four assists in 18:02, and E. Karlsson answered for Pittsburgh with one goal and one assist in 24:11.

This was variance working in Edmonton's favor—the Oilers did more with less and emerged with a two-goal win the underlying numbers didn't quite support.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
EDM4 / 6 · 1.97 xG
PIT0 / 5 · 1.29 xG
Medium dangermid-range
EDM1 / 16 · 1.45 xG
PIT3 / 20 · 2.38 xG
Low dangerperimeter & point
EDM1 / 32 · 0.73 xG
PIT1 / 39 · 0.44 xG

EDM went 4-for-6 from high danger on 1.97 expected goals — 2.0 above expected.

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

Finishing vs expected

expectedactual
EDM
6 G · 4.15 xG · +1.9
PIT
4 G · 4.11 xG · -0.1
01234567
Goalies · GSAx (goals saved above expected)
T. JarryEDM
+0.1
S. SkinnerPIT
-0.8

EDM finished +1.9 against expected, PIT -0.1 — S. Skinner (PIT) allowed 0.8 more goals than expected.

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

Shot diet

goalsshots
EDM
WRIST4/31
SLAP0/4
TIP IN0/6
BACKHAND2/3
BAT0/1
POKE0/1
SNAP0/0
OTHER0/8
PIT
WRIST2/28
SLAP1/7
TIP IN0/4
BACKHAND1/4
BAT0/0
POKE0/0
SNAP0/1
OTHER0/20
EDM
PIT
Off the rush
4 G on 33 · 2.70 xG
2 G on 28 · 2.86 xG
Off rebounds
0 G on 4 · 0.35 xG
2 G on 4 · 0.63 xG

Wrist shots carried the volume: EDM went 4-for-31, PIT 2-for-28. EDM scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
C. McDavid
#97 · C · EDM
2 G · 2 A · 6 SOG · 22:31 TOI
L. Draisaitl
#29 · C · EDM
0 G · 4 A · 3 SOG · 18:02 TOI
E. Karlsson
#65 · D · PIT
1 G · 1 A · 3 SOG · 24:11 TOI · -2
Ranked from the box score — points first · Backcheck
What the model flagged
  • PIT couldn't convert — 0/5 on high-danger chances. That won't happen often.
  • EDM was clinical in the high-danger zone — 4/6 on HD chances (67%).
  • PIT was lethal off the rush — 2 goals on 28 rush chances.
  • EDM was lethal off the rush — 4 goals on 33 rush chances.
  • PIT created 4 rebound opportunities (2 converted) — crashing the net effectively.
  • EDM created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • EDM outperformed their expected goals by 1.9 — elite finishing or lucky bounces.
  • T. Jarry was a wall on HD chances — 100% SV on 5 high-danger shots.
Before the game — the model's pre-game read
Preview · EDM at PIT · 7:30 PM ET

Oilers at Penguins: a genuine coin flip

By the ModelJul 11, 8:34 PMEdited for clarity
Win probability

The model's lean

52%
PIT
Model favorite
48%
52%
EDM50PIT

PIT by 4 points of win probability — effectively a coin flip. Projected score EDM 2.62.7 PIT; 18% chance it's tied after 60.

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

Tale of the tape

EDM← edge
edge →PIT
52.0%5v5 xG%51.0%
50.0%Corsi%50.0%
2.64xGF / 602.66
2.47xGA / 602.55
2.13Goals for / gm2.45
2.29Goals against / gm2.12
0.982PDO — luck, not skill1.012

PIT holds 4 of 6 process categories — and PDO (0.982 vs 1.012) says PIT has run hotter.

Source · MoneyPuck season tables · 5v5

The model pegs this as nearly dead even: Penguins 52% to win, expected margin 2.6–2.7 goals either way. Even possession confirms it. Both teams carry identical 50.0% Corsi% and nearly matched expected-goals share—EDM 52.0%, PIT 51.0%—meaning both generate chances at nearly the same rate.

What separates them is luck. Edmonton's PDO sits at 0.982, running cold in both shooting and save percentage. Pittsburgh's 1.012 reflects the opposite: everything's converting. Regression math favors Edmonton, but not necessarily tonight.

The Oilers' offensive load rests on two names. Zach Hyman leads at 1.23 xG/60—the highest rate on either roster—and has shot 13.0% (14 goals, 13 assists). Connor McDavid trails at 0.92 xG/60 but at 13.7% shooting (25 goals, 33 assists), meaning his chances carry more finish. Stopping both is Pittsburgh's ceiling; neutralizing one is its floor.

Pittsburgh counters with Rickard Rakell (13 goals, 12.1% shooting, 1.01 xG/60), who's paired efficiency with volume. Filip Hallander generated Pittsburgh's highest rate at 1.28 xG/60, but he's likely unavailable—the IR designation signals ongoing evaluation after a conditioning assignment. Without him, Pittsburgh's scoring depth contracts.

C. Pickard starts on a back-to-back, a minor detail suggesting Pittsburgh may be managing workload or testing him against an offensive test case. The outcome hinges on whether Edmonton translates its 52% xG share into actual goals; Pittsburgh's hot save rate (1.012 PDO) has kept it mostly immune so far.

Both teams have generated zero high-danger goals at rates suggesting process issues rather than bad luck—a neutral tell that favors neither. Jake Walman is Edmonton's weakest defensive link; Caleb Jones is Pittsburgh's. Neither is catastrophic alone, but in a close game, that asymmetry matters.

The model calls this a pick'em because it is one. Possession is level, shooting luck diverges, and Hallander's absence slightly narrows Pittsburgh's path. The Penguins' 52% edge reflects marginal advantage—the kind you'd get from home ice or recent form. Neither team is pulling away.

Computed danger · scouting

Players to watch

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
PIT
Filip Hallander0G 3A
1.28 xG/60 · 0 HD · 0.0% sh
Rickard Rakell13G 13A
1.01 xG/60 · 3 HD · 12.1% sh
Source · MoneyPuck skaters