Backcheck
Recap · TBL at EDM

Lightning pull away from the Oilers

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

By the ModelJul 12, 8:22 AMxG: xgboost-0.758Edited for clarity
Away
TBL
Tampa Bay Lightning
5
Home
EDM
Edmonton Oilers
2
FINAL
Process vs result

The underlying story

4.01Expected goals2.86
58% share for the better side
28Shot attempts (SOG)28
5High-danger chances2
62Corsi (all attempts)52
Score-adjusted: 52% / 48%
Source · NHL play-by-play · XGBoost xG

Shot attempts were dead even—28 to 28—yet Tampa Bay won 5-2, a scoreline that makes sense only when you examine what those shots looked like. The Lightning controlled 58% of expected goals at 5v5 (4.01–2.86), a dominance the Oilers' even shot volume masked completely.

Edmonton had the puck movement but not the danger. The Oilers' chances were low-quality: two of their goals came from low-danger situations, places where any goaltender should have the save. Tampa Bay, by contrast, converted 40% of its five high-danger opportunities, a ruthless efficiency Edmonton could not match.

Variance cut both ways. Edmonton underperformed its model by 0.86 goals—the Oilers generated 2.86 expected goals but scored just two. Tampa Bay overcorrected in the opposite direction, overperforming its 4.01 xG by 0.99 goals, a contribution driven entirely by A. Vasilevskiy's work. The Lightning's goaltender stopped 1.9 goals above expected, turning moments that should have counted into saves.

Anthony Cirelli's wrist shot from the top of the circles at 19:28 marked the moment Tampa's control became inevitable. Both teams capitalized on rush chances, but the Lightning's balance—multiple contributors, clinical finishing, elite goaltending—proved decisive.

N. Kucherov led with two goals and two assists. B. Hagel added two assists. The Oilers' shot volume bought them nothing.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TBL2 / 5 · 1.78 xG
EDM0 / 2 · 0.48 xG
Medium dangermid-range
TBL3 / 17 · 1.74 xG
EDM0 / 18 · 1.91 xG
Low dangerperimeter & point
TBL0 / 40 · 0.49 xG
EDM2 / 32 · 0.48 xG

EDM went 0-for-18 from medium danger on 1.91 expected goals — 1.9 left on the table.

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

Finishing vs expected

expectedactual
TBL
5 G · 4.01 xG · +1.0
EDM
2 G · 2.86 xG · -0.9
0123456
Goalies · GSAx (goals saved above expected)
A. VasilevskiyTBL
+1.9
C. IngramEDM
+0.0

TBL finished +1.0 against expected, EDM -0.9 — A. Vasilevskiy (TBL) saved 1.9 goals above expected.

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

Shot diet

goalsshots
TBL
WRIST3/21
SLAP0/8
TIP IN0/6
BACKHAND1/6
SNAP1/2
POKE0/2
DEFLECTED0/0
OTHER0/17
EDM
WRIST0/22
SLAP0/4
TIP IN1/6
BACKHAND0/2
SNAP0/2
POKE0/0
DEFLECTED0/1
OTHER1/15
TBL
EDM
Off the rush
3 G on 24 · 2.39 xG
2 G on 25 · 2.12 xG
Off rebounds
1 G on 4 · 0.45 xG
0 G on 2 · 0.34 xG

Wrist shots carried the volume: TBL went 3-for-21, EDM 0-for-22. TBL scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
N. Kucherov
#86 · R · TBL
2 G · 2 A · 7 SOG · 19:53 TOI · +3
B. Hagel
#38 · L · TBL
0 G · 2 A · 2 SOG · 20:47 TOI · +3
A. Cirelli
#71 · C · TBL
2 G · 0 A · 5 SOG · 10:28 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • EDM had the shot volume but the chances weren't dangerous.
  • A. Vasilevskiy (TBL) stopped 1.9 goals above expected.
  • TBL was clinical in the high-danger zone — 2/5 on HD chances (40%).
  • EDM scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • EDM was lethal off the rush — 2 goals on 25 rush chances.
  • TBL was lethal off the rush — 3 goals on 24 rush chances.
  • TBL created 4 rebound opportunities (1 converted) — crashing the net effectively.
  • A. Vasilevskiy (TBL) saved 1.9 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · TBL at EDM · 10:00 PM ET

Lightning at Oilers: a genuine coin flip

By the ModelJul 12, 8:20 AMEdited for clarity
Win probability

The model's lean

50%
EDM
Model favorite
50%
50%
TBL50EDM

EDM by 0 points of win probability — effectively a coin flip. Projected score TBL 2.62.6 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

TBL← edge
edge →EDM
54.0%5v5 xG%52.0%
53.0%Corsi%50.0%
2.67xGF / 602.64
2.28xGA / 602.47
2.38Goals for / gm2.13
1.85Goals against / gm2.29
1.019PDO — luck, not skill0.982

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

Source · MoneyPuck season tables · 5v5

Tampa Bay and Edmonton are genuinely separated by nothing. The model projects a 2.6–2.6 game with the Oilers at 50% win probability—about as close to a pick'em as you'll find.

The Oilers are the ones in trouble, though. They're underwater at -6 goal differential over their last 10, and their PDO is 0.982, meaning they've run cold and are due for positive regression. The Lightning, meanwhile, are sitting at 1.019 PDO—running hot—and should expect some regression of their own.

Where Tampa Bay gains an edge: territorial control. The Lightning drive Corsi at 53.0%, compared to Edmonton's 50.0%. Over a full game, that tilt compounds. Tampa Bay's 5v5 expected goals sit at 54.0% to Edmonton's 52.0%, suggesting structural advantage in shot volume and quality.

The goaltending question hangs over both teams. C. Ingram is on a back-to-back, as is A. Vasilevskiy. One or both teams could deploy a backup, or play a fatigued starter—watch the morning lineup decisions.

Brandon Hagel leads Tampa Bay's offensive charge. He's running 1.10 xG/60 with 23 goals and 26 assists, backed by a 15.8% shooting rate and 2 high-danger goals. Anthony Cirelli chips in 0.95 xG/60, 15 goals, 18 assists, and an elite 17.0% shooting rate with 5 high-danger goals. Both are threats to convert close chances.

Edmonton counters with Connor McDavid (25 goals, 33 assists, 0.92 xG/60, 13.7% shooting, 5 high-danger goals) and Zach Hyman (14 goals, 13 assists, 1.23 xG/60, 13.0% shooting, 1 high-danger goal). Hyman's per-60 metrics are elite; McDavid's volume is the difference.

Victor Hedman represents a defensive vulnerability for Tampa Bay; Jake Walman does the same for Edmonton. Both have hard minutes coming.

This is a coin flip because neither team has enough separation to force confidence. The Oilers' recent form and PDO floor offer slight upside if regression hits, while Tampa Bay's territorial dominance and hot hand keep them live. Expect a tight game with the outcome decided by which team's variance breaks in their favor.

Computed danger · scouting

Players to watch

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
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