Backcheck
Recap · SJS at EDM

Oilers run the Sharks off the ice on the underlying numbers

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

By the ModelJul 12, 3:19 AMxG: xgboost-0.758Edited for clarity
Away
SJS
San Jose Sharks
3
Home
EDM
Edmonton Oilers
4
FINAL / OT
Process vs result

The underlying story

1.92Expected goals3.36
64% share for the better side
21Shot attempts (SOG)32
3High-danger chances3
36Corsi (all attempts)62
Score-adjusted: 30% / 70%
Source · NHL play-by-play · XGBoost xG

Edmonton's 4-3 overtime win flattered San Jose. The Oilers controlled 64% of expected goals at 5v5 (3.36–1.92), a dominance that the one-goal margin obscures—they won the underlying battle decisively.

The Oilers held 60% of shot attempts (32–21 on goal). High-danger chances split evenly at 3–3, but in volume play, Edmonton ran away.

Both goalies stumbled. Y. Askarov stopped 28 of 32 (0.875 SV%), posting 0.64 goals worse than expected. C. Ingram saved 18 of 21 (0.857 SV%), underperforming by 1.08 goals—a particularly costly miss for Edmonton. Yet San Jose still managed to overperform its xG by 1.08 goals, nearly erasing Edmonton's structural edge.

The outlier: San Jose was lethal on the rush, converting 3 goals on 19 chances. Edmonton scored twice on 32 rush attempts. On paper, the Sharks had to be surgical because they had few scoring opportunities; they were, and it nearly worked. Edmonton's power play (2 goals on 12 shots, 0.86 xG) sealed it instead.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
SJS1 / 3 · 0.65 xG
EDM1 / 3 · 0.60 xG
Medium dangermid-range
SJS2 / 10 · 0.92 xG
EDM2 / 19 · 2.19 xG
Low dangerperimeter & point
SJS0 / 23 · 0.35 xG
EDM1 / 40 · 0.57 xG

SJS went 2-for-10 from medium danger on 0.92 expected goals — 1.1 above expected.

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

Finishing vs expected

expectedactual
SJS
3 G · 1.92 xG · +1.1
EDM
4 G · 3.36 xG · +0.6
012345
Goalies · GSAx (goals saved above expected)
Y. AskarovSJS
-0.6
C. IngramEDM
-1.1

SJS finished +1.1 against expected, EDM +0.6 — C. Ingram (EDM) allowed 1.1 more goals than expected.

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

Shot diet

goalsshots
SJS
WRIST1/13
SLAP0/6
SNAP1/5
TIP IN0/3
BACKHAND1/1
OTHER0/8
EDM
WRIST2/27
SLAP1/8
SNAP1/4
TIP IN0/4
BACKHAND0/3
OTHER0/16
SJS
EDM
Off the rush
3 G on 19 · 1.31 xG
2 G on 32 · 2.57 xG
Off rebounds
0 G on 1 · 0.23 xG
1 G on 2 · 0.33 xG

Wrist shots carried the volume: SJS went 1-for-13, EDM 2-for-27. SJS scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
L. Draisaitl
#29 · C · EDM
1 G · 2 A · 2 SOG · 25:20 TOI · +3
E. Bouchard
#2 · D · EDM
1 G · 2 A · 5 SOG · 25:06 TOI · +2
C. McDavid
#97 · C · EDM
1 G · 1 A · 2 SOG · 26:10 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • C. Ingram (EDM) gave up 1.1 goals more than expected — well below their workload.
  • EDM was lethal off the rush — 2 goals on 32 rush chances.
  • SJS was lethal off the rush — 3 goals on 19 rush chances.
  • EDM power play was dominant — 2 PPG on 12 PP shots (0.86 xG).
Before the game — the model's pre-game read
Preview · SJS at EDM · 9:00 PM ET

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

By the ModelJul 12, 3:15 AMEdited for clarity
Win probability

The model's lean

56%
EDM
Model favorite
44%
56%
SJS50EDM

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

SJS← edge
edge →EDM
48.0%5v5 xG%52.0%
47.0%Corsi%50.0%
2.33xGF / 602.64
2.56xGA / 602.47
1.99Goals for / gm2.13
2.32Goals against / gm2.29
0.998PDO — luck, not skill0.982

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

Source · MoneyPuck season tables · 5v5

The model projects a SJS 2.4–2.7 EDM game with the Oilers favored at 56% win probability. Edmonton earns that edge on substance: at 52.0% 5v5 expected goals and 50.0% Corsi%, the Oilers dominate possession and shot quality. San Jose operates in their shadow at 48.0% xG% and 47.0% Corsi%.

The caveat: Edmonton's PDO sits at 0.982—they're running cold. The Sharks, at 0.998, are closer to neutral. Positive regression works against the model's lean; expect variance to tighten the spread.

Y. Askarov faces a back-to-back. Watch for either a backup start or a starter playing on fumes.

The Sharks lean on Pavol Regenda (5G, 1.10 xG/60, 2 HD goals, 16.1% shooting) as their primary offensive engine. He's Edmonton's key neutralization target. Igor Chernyshov (6G, 0.91 xG/60, 1 HD goal, 15.0% shooting) supplies secondary scoring but represents a defensive liability for San Jose.

Edmonton counters with Zach Hyman (14G, 1.23 xG/60, 1 HD goal, 13.0% shooting) handling high-volume play and Connor McDavid (25G, 0.92 xG/60, 5 HD goals, 13.7% shooting) as the finisher. McDavid cannot be allowed space. Jake Walman is the defensive weak link San Jose will hunt.

Both teams sit at 0% for high-danger and rebound-goal rates. Whoever converts in tight first controls the outcome.

Computed danger · scouting

Players to watch

SJS
Pavol Regenda5G 1A
1.10 xG/60 · 2 HD · 16.1% sh
Igor Chernyshov6G 8A
0.91 xG/60 · 1 HD · 15.0% 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