Backcheck
Recap · EDM at TBL

Lightning edge the Oilers in overtime

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

By the ModelJul 11, 4:59 PMxG: xgboost-0.758Edited for clarity
Away
EDM
Edmonton Oilers
1
Home
TBL
Tampa Bay Lightning
2
FINAL / OT
Process vs result

The underlying story

3.24Expected goals4.20
56% share for the better side
25Shot attempts (SOG)35
6High-danger chances9
59Corsi (all attempts)56
Score-adjusted: 48% / 52%
Source · NHL play-by-play · XGBoost xG

Both teams underperformed their expected goals by similar margins—the Lightning by 2.20 goals, the Oilers by 2.24—yet Tampa Bay still prevailed. In games where chance quality is wasted equally, goaltending and shot precision separate the teams.

The Lightning controlled the game's dangerous opportunities: 56% of expected goals at 5v5 (4.20–3.24), 58% of shot attempts (35–25), and 9 of 15 high-danger chances. They generated 0.075 expected goals per shot compared to Edmonton's 0.055. That quality advantage held up when Jake Guentzel's wrist shot from the slot at 1:43 of overtime ended the game.

Vasilevskiy stopped 24 of 25 shots, overperforming by 2.24 goals on an xGA of 3.24. Pickard kept pace—33 saves on 35 shots, +2.20—but Edmonton's roster couldn't generate enough offense. The Oilers managed zero goals on six high-danger chances, an outlier that won't repeat. They crashed the net three times with nothing to show.

Tampa Bay's rush game was deadlier: two goals on 29 chances. Their five rebound attempts went nowhere, but they had the quality to win anyway.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
EDM0 / 6 · 1.39 xG
TBL1 / 9 · 2.00 xG
Medium dangermid-range
EDM1 / 13 · 1.43 xG
TBL1 / 13 · 1.53 xG
Low dangerperimeter & point
EDM0 / 40 · 0.42 xG
TBL0 / 34 · 0.68 xG

EDM went 0-for-6 from high danger on 1.39 expected goals — 1.4 left on the table.

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

Finishing vs expected

expectedactual
EDM
1 G · 3.24 xG · -2.2
TBL
2 G · 4.20 xG · -2.2
012345
Goalies · GSAx (goals saved above expected)
C. PickardEDM
+2.2
A. VasilevskiyTBL
+2.2

EDM finished -2.2 against expected, TBL -2.2 — A. Vasilevskiy (TBL) saved 2.2 goals above expected.

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

Shot diet

goalsshots
EDM
WRIST0/17
SNAP1/4
SLAP0/6
BACKHAND0/6
TIP IN0/4
DEFLECTED0/1
OTHER0/21
TBL
WRIST1/10
SNAP0/20
SLAP1/11
BACKHAND0/2
TIP IN0/2
DEFLECTED0/0
OTHER0/11
EDM
TBL
Off the rush
1 G on 22 · 1.82 xG
2 G on 29 · 2.72 xG
Off rebounds
0 G on 3 · 0.59 xG
0 G on 5 · 1.01 xG

Wrist shots carried the volume: EDM went 0-for-17, TBL 1-for-10. TBL scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
D. Raddysh
#43 · D · TBL
0 G · 1 A · 4 SOG · 27:38 TOI · +1
N. Kucherov
#86 · R · TBL
0 G · 1 A · 6 SOG · 23:37 TOI · +1
L. Draisaitl
#29 · C · EDM
0 G · 1 A · 1 SOG · 23:14 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • C. Pickard (EDM) stopped 2.2 goals above expected.
  • Open game — 15 high-danger chances combined (TBL 9, EDM 6).
  • TBL generated far more dangerous chances — 0.075 xG/shot vs 0.055. Quality over quantity.
  • EDM couldn't convert — 0/6 on high-danger chances. That won't happen often.
  • TBL was lethal off the rush — 2 goals on 29 rush chances.
  • TBL created 5 rebound opportunities (0 converted) — crashing the net effectively.
  • EDM created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • TBL underperformed xG by 2.2 — wasted quality chances.
  • EDM underperformed xG by 2.2 — wasted quality chances.
  • C. Pickard (EDM) saved 2.2 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · EDM at TBL · 7:30 PM ET

Oilers at Lightning: a genuine coin flip

By the ModelJul 11, 4:55 PMEdited for clarity
Win probability

The model's lean

54%
TBL
Model favorite
46%
54%
EDM50TBL

TBL by 8 points of win probability — a modest lean. Projected score EDM 2.52.7 TBL; 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 →TBL
52.0%5v5 xG%54.0%
50.0%Corsi%53.0%
2.64xGF / 602.67
2.47xGA / 602.28
2.13Goals for / gm2.38
2.29Goals against / gm1.85
0.982PDO — luck, not skill1.019

TBL holds 6 of 6 process categories — and PDO (0.982 vs 1.019) says TBL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.5-to-2.7 expected-goal range with the Lightning at 54% win probability. Barely a favorite in a matchup that reads as a coin flip.

Edmonton's -12 goal differential over their last 10 games reflects underperformance on both ends of the ice. Tampa Bay counters with superior underlying numbers. The Lightning drive 54.0% expected goals at 5v5 against Edmonton's 52.0%; their Corsi edge stretches to 53.0% versus 50.0%. That territorial margin should yield more chances.

Regression math favors Edmonton. Tampa Bay's 1.019 PDO means they're outperforming expectation and due to regress. Edmonton's 0.982 PDO has the inverse path: positive regression looms. The closer each team falls back to mean PDO, the tighter the game becomes.

A. Vasilevskiy faces the back-to-back grind. A fresh backup in net gives Edmonton an edge; a fatigued starter does too.

Players to Watch

Zach Hyman carries Edmonton's scoring at 1.23 expected goals per 60 minutes with 14 goals. Connor McDavid's 0.92 xG per 60 appears modest until you see 25 goals, five high-danger tallies, and a 13.7% shooting rate—he's outperforming model projection through finishing. Brandon Hagel powers Tampa at 1.10 xG per 60 with 23 goals, two high-danger, and 15.8% conversion. Anthony Cirelli finishes at an elite clip: 0.95 xG per 60, 15 goals, five high-danger, and 17.0% shooting.

Jake Walman represents a weakness on Edmonton's back end. Victor Hedman anchors Tampa's defense. Neither team converts from high-danger or rebound chances—both near 0%—so positioning in dirty areas and shot selection will decide the margin.

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
TBL
Brandon Hagel23G 26A
1.10 xG/60 · 2 HD · 15.8% sh
Anthony Cirelli15G 18A
0.95 xG/60 · 5 HD · 17.0% sh
Source · MoneyPuck skaters