Backcheck
Recap · EDM at SJS

Sharks hold off the Oilers

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

By the ModelJul 12, 4:49 AMxG: xgboost-0.758Edited for clarity
Away
EDM
Edmonton Oilers
4
Home
SJS
San Jose Sharks
5
FINAL
Process vs result

The underlying story

3.59Expected goals4.26
54% share for the better side
24Shot attempts (SOG)33
5High-danger chances7
53Corsi (all attempts)58
Score-adjusted: 52% / 48%
Source · NHL play-by-play · XGBoost xG

San Jose dominated possession but barely escaped with a one-goal win despite expected goals suggesting a close race. The Sharks held 58% of shot attempts and led 4.26–3.59 in xG—a marginal advantage that their 5-4 scoreline overstates.

The Sharks' 0.74-goal overperformance came from low-danger scoring. Two goals came from spots that should be goaltender saves, the kind of luck that swings close games. That luck—not dominance—was the difference.

San Jose was lethal on transition—three goals on 28 rush attempts—and crashed the net effectively, creating eight rebound opportunities and converting one. The Oilers matched that rush efficiency with three goals of their own on 23 chances, but their four rebound opportunities went begging. Edmonton's goaltending was the bottleneck: C. Ingram finished 28/33 (0.848 SV%, −0.74 vs expected), allowing soft goals that typically belong to the defense.

High-danger chances split 7–5 in San Jose's favor, but both teams found their rhythms in open ice. The Oilers had the talent to stay dangerous; E. Bouchard was everywhere (1G, 2A, 23:24), and C. McDavid ran the offense (3A, 21:34). The Sharks got crucial depth production: M. Misa notched a goal and assist in just 12:16.

Shakir Mukhamadullin's slap shot from the top of the circles (period 3, 09:27) proved the winner, a moment that crystallized what the game actually was—not dominance, but a possession battle where variance determined the outcome.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
EDM1 / 5 · 1.09 xG
SJS2 / 7 · 1.73 xG
Medium dangermid-range
EDM3 / 18 · 2.15 xG
SJS1 / 15 · 1.72 xG
Low dangerperimeter & point
EDM0 / 30 · 0.36 xG
SJS2 / 36 · 0.81 xG

SJS went 2-for-36 from low danger on 0.81 expected goals — 1.2 above expected.

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

Finishing vs expected

expectedactual
EDM
4 G · 3.59 xG · +0.4
SJS
5 G · 4.26 xG · +0.7
0123456
Goalies · GSAx (goals saved above expected)
C. IngramEDM
-0.7
Y. AskarovSJS
-0.4

EDM finished +0.4 against expected, SJS +0.7 — C. Ingram (EDM) allowed 0.7 more goals than expected.

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

Shot diet

goalsshots
EDM
WRIST3/24
SLAP1/5
BACKHAND0/4
SNAP0/4
TIP IN0/1
DEFLECTED0/0
OTHER0/15
SJS
WRIST4/29
SLAP1/10
BACKHAND0/4
SNAP0/2
TIP IN0/2
DEFLECTED0/1
OTHER0/10
EDM
SJS
Off the rush
3 G on 23 · 1.94 xG
3 G on 28 · 2.75 xG
Off rebounds
0 G on 4 · 0.61 xG
1 G on 8 · 1.14 xG

Wrist shots carried the volume: EDM went 3-for-24, SJS 4-for-29. EDM scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
E. Bouchard
#2 · D · EDM
1 G · 2 A · 3 SOG · 23:24 TOI
C. McDavid
#97 · C · EDM
0 G · 3 A · 3 SOG · 21:34 TOI · -2
M. Misa
#77 · C · SJS
1 G · 1 A · 3 SOG · 12:16 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • SJS scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • SJS was lethal off the rush — 3 goals on 28 rush chances.
  • EDM was lethal off the rush — 3 goals on 23 rush chances.
  • SJS created 8 rebound opportunities (1 converted) — crashing the net effectively.
  • EDM created 4 rebound opportunities (0 converted) — crashing the net effectively.
Before the game — the model's pre-game read
Preview · EDM at SJS · 4:00 PM ET

Oilers at Sharks: a genuine coin flip

By the ModelJul 12, 4:57 AMEdited for clarity
Win probability

The model's lean

51%
EDM
Model favorite
51%
49%
EDM50SJS

EDM by 2 points of win probability — effectively a coin flip. Projected score EDM 2.62.5 SJS; 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 →SJS
52.0%5v5 xG%48.0%
50.0%Corsi%47.0%
2.64xGF / 602.33
2.47xGA / 602.56
2.13Goals for / gm1.99
2.29Goals against / gm2.32
0.982PDO — luck, not skill0.998

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

Source · MoneyPuck season tables · 5v5

The models say this is essentially a toss-up. Edmonton projects to 51% win probability in a 2.6–2.5 game — about as close to an even matchup as you'll find.

The Oilers own the underlying play. They're generating 52.0% of expected goals at 5v5, with a 50.0% Corsi rate that should translate into territorial advantage. San Jose has no such edge; they sit at 48.0% xG and 47.0% Corsi, meaning Edmonton will likely dictate puck movement.

But the Oilers are also running cold. Their PDO of 0.982 means they're underperforming their underlying process — they're due for positive regression. San Jose's 0.998 sits almost exactly at league average, so don't expect the Sharks to collapse from luck.

Recent form tilts the other way. San Jose is underwater at -7 goal differential over their last 10, which explains why Edmonton is favored despite how slim that margin is.

Goaltending adds a wrinkle. Both Y. Askarov and C. Ingram are working back-to-backs, so watch for either backup deployments or tired starters who might not be at full sharpness. That uncertainty could widen the margin in either direction.

For Edmonton, Zach Hyman is the engine. His 1.23 xG/60 leads the team's forwards, and his 13.0% shooting rate (14 goals on the season) shows clinical finishing. Connor McDavid's 25 goals and 33 assists carry the name value, though his 0.92 xG/60 ranks below Hyman's volume. Watch McDavid's 13.7% shooting rate — it's elite and sustainable if the Oilers' luck turns.

San Jose leans on Pavol Regenda's 1.10 xG/60 and 16.1% shooting (5 goals so far), a dangerously efficient profile. Igor Chernyshov contributes 0.91 xG/60 with a 15.0% shooting rate and 6 goals, a secondary scoring threat the Oilers will need to account for.

Defensively, Edmonton has a weak link in Jake Walman. San Jose's Igor Chernyshov doubles as a defensive liability — an unusual profile for someone listed among the team's leading scorers, and worth monitoring on both ends.

The 51% projection captures it: Edmonton has process on its side but can't overcome San Jose's recent grind. A coin flip doesn't mean meaningless. It means one team will get puck luck, one won't, and the game rewrites itself from there.

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
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
Source · MoneyPuck skaters