Backcheck
Recap · SJS at EDM

Oilers hold off the Sharks

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

By the ModelJul 12, 7:38 AMxG: xgboost-0.758Edited for clarity
Away
SJS
San Jose Sharks
3
Home
EDM
Edmonton Oilers
5
FINAL
Process vs result

The underlying story

4.24Expected goals4.25
50% share for the better side
30Shot attempts (SOG)37
6High-danger chances7
58Corsi (all attempts)59
Score-adjusted: 54% / 46%
Source · NHL play-by-play · XGBoost xG

Expected goals split dead even at 4.25–4.24, yet Edmonton won 5–3—a two-goal gap that goaltending variance explains almost entirely.

The underlying play favored Edmonton modestly. The Oilers held 55% of shot attempts (37–30 on goal) and had high-danger chances 7–6. But xG registered as a draw.

C. Ingram (EDM) saved 27 of 30 shots for a 0.900 SV%, beating expected performance by 1.24 goals. A. Nedeljkovic (SJS) saved 32 of 37 for 0.865 SV%, falling 0.75 short. That two-goal swing in save performance created the scoreboard gap.

Both teams scored 3 rush goals; the Oilers on 28 attempts, San Jose on 26. Two of Edmonton's five goals came from low-danger areas—the kind of chances goaltenders need to stop.

Zach Hyman's backhander from the doorstep in the third period (P3, 08:12) proved the turning point.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
SJS1 / 6 · 1.77 xG
EDM1 / 7 · 1.77 xG
Medium dangermid-range
SJS1 / 14 · 1.69 xG
EDM2 / 18 · 1.96 xG
Low dangerperimeter & point
SJS1 / 38 · 0.79 xG
EDM2 / 34 · 0.52 xG

EDM went 2-for-34 from low danger on 0.52 expected goals — 1.5 above expected.

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

Finishing vs expected

expectedactual
SJS
3 G · 4.24 xG · -1.2
EDM
5 G · 4.25 xG · +0.8
0123456
Goalies · GSAx (goals saved above expected)
A. NedeljkovicSJS
-0.8
C. IngramEDM
+1.2

SJS finished -1.2 against expected, EDM +0.8 — C. Ingram (EDM) saved 1.2 goals above expected.

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

Shot diet

goalsshots
SJS
SNAP0/17
WRIST2/13
SLAP0/10
TIP IN1/6
BACKHAND0/2
POKE0/0
DEFLECTED0/1
OTHER0/9
EDM
SNAP2/13
WRIST2/13
SLAP0/6
TIP IN0/4
BACKHAND1/5
POKE0/2
DEFLECTED0/0
OTHER0/16
SJS
EDM
Off the rush
3 G on 26 · 2.84 xG
3 G on 28 · 2.56 xG
Off rebounds
0 G on 6 · 0.87 xG
1 G on 6 · 1.40 xG

Snap shots carried the volume: SJS went 0-for-17, EDM 2-for-13. SJS scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
D. Orlov
#9 · D · SJS
1 G · 1 A · 2 SOG · 20:09 TOI
K. Sherwood
#44 · L · SJS
1 G · 1 A · 2 SOG · 16:29 TOI · +3
A. Henrique
#19 · C · EDM
0 G · 2 A · 2 SOG · 10:12 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • C. Ingram (EDM) stopped 1.2 goals above expected.
  • EDM scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • EDM was lethal off the rush — 3 goals on 28 rush chances.
  • SJS was lethal off the rush — 3 goals on 26 rush chances.
  • EDM created 6 rebound opportunities (1 converted) — crashing the net effectively.
  • SJS created 6 rebound opportunities (0 converted) — crashing the net effectively.
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, 7:36 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 an Oilers victory with 56% win probability in a 2.4 to 2.7 goal range.

Edmonton owns the underlying play. The Oilers generate 52.0% of 5v5 expected goals against San Jose's 48.0%, meaning they create more dangerous scoring chances. That same control extends to shot volume: Edmonton drives 50.0% Corsi compared to the Sharks' 47.0%. Puck possession and shot quality are the primary predictors of wins, and the Oilers lead both.

The Oilers also have efficiency tailwinds. Edmonton's PDO of 0.982 indicates their actual results have underperformed their underlying performance—they're scoring less and allowing more than their play deserves. That dynamic typically reverses. San Jose's 0.998 PDO is neutral, suggesting the Sharks' results already reflect their quality.

One operational detail colors the matchup: C. Ingram faces a back-to-back, introducing risk of backup deployment or starter fatigue.

Players to Watch

San Jose

  • Pavol Regenda — 1.10 xG/60, 5G 1A, 16.1% shooting (marked inactive)
  • Igor Chernyshov — 0.91 xG/60, 6G 8A, 15.0% shooting

Edmonton

  • Zach Hyman — 1.23 xG/60, 14G 13A, 13.0% shooting
  • Connor McDavid — 0.92 xG/60, 25G 33A, 13.7% shooting

Regenda's inactivity removes San Jose's most prolific creator. Chernyshov carries a 15.0% shooting rate—above-average conversion that rarely sustains. For Edmonton, Hyman leads at 1.23 xG/60, making him the Oilers' volume engine. McDavid's 25 goals and 33 assists demonstrate how elite efficiency compounds: even at 0.92 xG/60, he still produces at a pace that overwhelms opponents. Jake Walman represents Edmonton's defensive weak link.

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