Backcheck
Recap · CHI at EDM

Oilers edge the Blackhawks in overtime

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

By the ModelJul 11, 2:18 PMxG: xgboost-0.758Edited for clarity
Away
CHI
Chicago Blackhawks
2
Home
EDM
Edmonton Oilers
3
FINAL / OT
Process vs result

The underlying story

3.79Expected goals4.07
52% share for the better side
29Shot attempts (SOG)30
6High-danger chances9
57Corsi (all attempts)64
Score-adjusted: 48% / 52%
Source · NHL play-by-play · XGBoost xG

The Oilers edged the Blackhawks 3–2 in overtime despite expected goals that stayed tight (4.07–3.79). Edmonton's high-danger edge (9–6) and power-play dominance (two goals on nine shots) explained the result. When one team converts special-teams chances at that rate, a 1-goal margin is earned.

Goaltending was a factor. S. Skinner outperformed his save expectations by 1.79 goals; S. Knight by 1.07. But Chicago's struggle to finish told the real story: they underperformed their xG by 1.79 goals, nearly double Edmonton's 1.07 shortfall. That variance—quality chances squandered—is where games are lost.

Evan Bouchard's snap shot from the doorstep at 2:43 of overtime sealed the 3–2 result. The Oilers' special-teams efficiency and Chicago's inability to finish had been the difference all night.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
CHI2 / 6 · 1.74 xG
EDM1 / 9 · 2.23 xG
Medium dangermid-range
CHI0 / 12 · 1.45 xG
EDM2 / 13 · 1.35 xG
Low dangerperimeter & point
CHI0 / 39 · 0.61 xG
EDM0 / 42 · 0.49 xG

CHI went 0-for-12 from medium danger on 1.45 expected goals — 1.4 left on the table.

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

Finishing vs expected

expectedactual
CHI
2 G · 3.79 xG · -1.8
EDM
3 G · 4.07 xG · -1.1
012345
Goalies · GSAx (goals saved above expected)
S. KnightCHI
+1.1
S. SkinnerEDM
+1.8

CHI finished -1.8 against expected, EDM -1.1 — S. Skinner (EDM) saved 1.8 goals above expected.

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

Shot diet

goalsshots
CHI
WRIST0/27
SNAP1/1
SLAP0/8
TIP IN1/4
BACKHAND0/2
POKE0/1
DEFLECTED0/0
OTHER0/14
EDM
WRIST0/10
SNAP2/22
SLAP0/3
TIP IN1/4
BACKHAND0/4
POKE0/0
DEFLECTED0/1
OTHER0/20
CHI
EDM
Off the rush
1 G on 26 · 2.56 xG
2 G on 29 · 2.85 xG
Off rebounds
1 G on 3 · 0.62 xG
1 G on 3 · 0.76 xG

Wrist shots carried the volume: CHI went 0-for-27, EDM 0-for-10. EDM scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
C. McDavid
#97 · C · EDM
0 G · 3 A · 5 SOG · 25:04 TOI · +1
E. Bouchard
#2 · D · EDM
1 G · 1 A · 4 SOG · 24:21 TOI · +1
L. Draisaitl
#29 · C · EDM
1 G · 1 A · 3 SOG · 22:22 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • S. Knight (CHI) stopped 1.1 goals above expected.
  • Open game — 15 high-danger chances combined (EDM 9, CHI 6).
  • EDM was lethal off the rush — 2 goals on 29 rush chances.
  • EDM created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • CHI created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • CHI underperformed xG by 1.8 — wasted quality chances.
  • S. Skinner (EDM) saved 1.8 goals above expected — stole the show.
  • EDM power play was dominant — 2 PPG on 9 PP shots (1.15 xG).
Before the game — the model's pre-game read
Preview · CHI at EDM · 10:00 PM ET

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

By the ModelJul 11, 2:15 PMEdited for clarity
Win probability

The model's lean

60%
EDM
Model favorite
40%
60%
CHI50EDM

EDM by 20 points of win probability — a clear lean. Projected score CHI 2.32.9 EDM; 17% chance it's tied after 60.

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

Tale of the tape

CHI← edge
edge →EDM
42.0%5v5 xG%52.0%
46.0%Corsi%50.0%
2.17xGF / 602.64
2.94xGA / 602.47
1.84Goals for / gm2.13
2.41Goals against / gm2.29
0.996PDO — luck, not skill0.982

EDM holds 6 of 6 process categories — and PDO (0.996 vs 0.982) says CHI has run hotter.

Source · MoneyPuck season tables · 5v5

Edmonton holds a 60% win probability according to the model, which projects a 2.3 to 2.9 goal range. The verdict follows the underlying play: the Oilers' 52.0% expected goal share against Chicago's 42.0% suggests territorial dominance that the Blackhawks will struggle to match.

Possession metrics reinforce this. Edmonton's 50.0% Corsi sits comfortably ahead of Chicago's 46.0%, signaling sustained puck control and shot volume in their favor. The Blackhawks will spend stretches defending, not initiating.

The hidden edge lives in PDO regression. Edmonton runs cold at 0.982, meaning pucks are bouncing against them—unsustainable over a season. Chicago sits at 0.996, riding slight variance in their favor. Positive regression favors Edmonton here; the Oilers' underlying metrics warrant higher conversion.

The matchups tell the story. Connor McDavid leads Edmonton with 25 goals and 33 assists, posting 0.92 expected goals per 60 minutes. Chicago counters with Connor Bedard's 17 goals and 27 assists at 0.82 xG/60—elite production that plays second fiddle in this pairing. On the wing, Tyler Bertuzzi (20G, 15A, 0.85 xG/60) has found 18.0% shooting luck this season, while Zach Hyman (14G, 13A, 1.23 xG/60) remains Edmonton's most dangerous volume scorer despite modest goal totals. Hyman's 1.23 xG/60 suggests he's generating chances at a rate his goal total hasn't yet reflected—another regression play favoring the Oilers.

Goaltending carries risk for both. S. Skinner enters Edmonton's back-to-back situation, where fatigue or a backup appearance becomes plausible. Chicago's S. Knight faces identical scheduling pressure, introducing backup-start volatility.

Tactical asymmetry favors Edmonton. Both teams show 0% high-danger goal and rebound goal rates—a statistical quirk suggesting sheltered scoring contexts or sample-size noise. Defensively, Chicago's weak link at Anton Frondell invites targeted forecheck intensity; Edmonton's Jake Walman faces similar exposure. The difference: Walman will absorb that pressure while Edmonton controls tempo. Frondell's burden is heavier when Chicago lacks puck possession.

The model sees Edmonton's fundamentals as superior despite close projected scoring. Back-to-back fatigue and PDO variance inject uncertainty, but the odds favor the better play.

Computed danger · scouting

Players to watch

CHI
Tyler Bertuzzi20G 15A
0.85 xG/60 · 7 HD · 18.0% sh
Connor Bedard17G 27A
0.82 xG/60 · 5 HD · 11.8% 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