Backcheck
Recap · TBL at VGK

Lightning run the Golden Knights off the ice on the underlying numbers

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

By the ModelJul 11, 2:57 PMxG: xgboost-0.758Edited for clarity
Away
TBL
Tampa Bay Lightning
6
Home
VGK
Vegas Golden Knights
3
FINAL
Process vs result

The underlying story

7.03Expected goals3.87
65% share for the better side
27Shot attempts (SOG)32
14High-danger chances8
69Corsi (all attempts)60
Score-adjusted: 53% / 47%
Source · NHL play-by-play · XGBoost xG

The Golden Knights outshot Tampa Bay 32–27 but got dominated everywhere else. Tampa won the underlying battle decisively: 7.03–3.87 expected goals, a 64–36 split that explained the 6–3 scoreline perfectly.

The gap between shot volume and quality was staggering. Vegas held 54% of shot attempts but generated only 36% of expected goals — a metric for possession without danger. Tampa's shots carried far more weight. On a per-shot basis, the Lightning generated 0.102 xG per attempt versus Vegas's 0.064. That quality gap compounded across the game.

High-danger chances told the same story. Tampa created 14; Vegas mustered 8. Vegas couldn't capitalize on what it did generate: 0 for 8 on high-danger chances. Those conversions rarely stay at zero, but the underlying numbers suggested it was bound to happen. Tampa's defense and A. Vasilevskiy's 100% save rate on high-danger shots left no margin for error.

The goaltending variance was notable. C. Lindbom (VGK) stopped 2.03 goals above expected on a 0.808 save percentage — he played well but couldn't overcome the shot volume deficit. A. Vasilevskiy (TBL) posted a 0.906 save percentage and overperformed by 0.87 goals. Neither goaltender was the issue; Vegas's shot quality simply couldn't match Tampa's.

There was one silver lining for Vegas: two goals from low-danger areas. Tampa's goaltending will need to tighten against those looks. But with the Lightning outworking Vegas on both volume and danger rating, the result felt inevitable.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TBL5 / 14 · 4.69 xG
VGK0 / 8 · 1.88 xG
Medium dangermid-range
TBL0 / 16 · 1.65 xG
VGK1 / 15 · 1.56 xG
Low dangerperimeter & point
TBL1 / 39 · 0.68 xG
VGK2 / 37 · 0.43 xG

VGK went 0-for-8 from high danger on 1.88 expected goals — 1.9 left on the table.

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

Finishing vs expected

expectedactual
TBL
6 G · 7.03 xG · -1.0
VGK
3 G · 3.87 xG · -0.9
012345678
Goalies · GSAx (goals saved above expected)
A. VasilevskiyTBL
+0.9
C. LindbomVGK
+2.0

TBL finished -1.0 against expected, VGK -0.9 — C. Lindbom (VGK) saved 2.0 goals above expected.

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

Shot diet

goalsshots
TBL
WRIST5/32
SNAP0/9
SLAP1/6
BACKHAND0/3
TIP IN0/0
DEFLECTED0/1
BAT0/0
OTHER0/18
VGK
WRIST1/18
SNAP1/10
SLAP0/3
BACKHAND1/5
TIP IN0/4
DEFLECTED0/1
BAT0/1
OTHER0/18
TBL
VGK
Off the rush
5 G on 34 · 4.01 xG
1 G on 28 · 2.69 xG
Off rebounds
1 G on 7 · 1.39 xG
1 G on 4 · 0.72 xG

Wrist shots carried the volume: TBL went 5-for-32, VGK 1-for-18. TBL scored 5 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
M. Marner
#93 · R · VGK
1 G · 2 A · 3 SOG · 21:35 TOI · +1
N. Kucherov
#86 · R · TBL
2 G · 1 A · 5 SOG · 20:20 TOI · +1
B. Hagel
#38 · L · TBL
2 G · 1 A · 4 SOG · 19:15 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • VGK had the shot volume but the chances weren't dangerous.
  • C. Lindbom (VGK) stopped 2.0 goals above expected.
  • Open game — 22 high-danger chances combined (VGK 8, TBL 14).
  • TBL had the higher quality looks — 0.102 xG/shot vs 0.064.
  • VGK couldn't convert — 0/8 on high-danger chances. That won't happen often.
  • VGK scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • TBL was lethal off the rush — 5 goals on 34 rush chances.
  • VGK created 4 rebound opportunities (1 converted) — crashing the net effectively.
  • TBL created 7 rebound opportunities (1 converted) — crashing the net effectively.
  • A. Vasilevskiy was a wall on HD chances — 100% SV on 8 high-danger shots.
  • C. Lindbom (VGK) saved 2.0 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · TBL at VGK · 10:00 PM ET

Lightning at Golden Knights: a genuine coin flip

By the ModelJul 11, 2:56 PMEdited for clarity
Win probability

The model's lean

52%
VGK
Model favorite
48%
52%
TBL50VGK

VGK by 4 points of win probability — effectively a coin flip. Projected score TBL 2.42.5 VGK; 19% 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 →VGK
54.0%5v5 xG%54.0%
53.0%Corsi%52.0%
2.67xGF / 602.52
2.28xGA / 602.11
2.38Goals for / gm2.12
1.85Goals against / gm2.10
1.019PDO — luck, not skill0.983

TBL holds 4 of 6 process categories — and PDO (1.019 vs 0.983) says TBL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.4–2.5 goal game with Vegas favored at 52% win probability. This is as close to a pick'em as the numbers produce.

Both teams converge on identical 54.0% expected goal shares at 5v5, though Tampa's corsi edge (53.0% to 52.0%) hints at slightly more puck possession. The divergence lies in luck. Vegas is running cold at 0.983 PDO—results below expectation, correction likely. Tampa sits at 1.019, riding unsustainable bounces. One team should regress toward reality; the question is whether it matters by Tuesday.

Both goalies are on back-to-backs. A. Schmid and A. Vasilevskiy could see rest, or both could be asked to go again. Either scenario tilts toward defensive discipline over skill.

The Lightning's offensive engine runs on Brandon Hagel, who's generating 1.10 expected goals per 60 minutes and converting at 15.8%—a league-leading rate. He has 23 goals and 26 assists, with 2 high-danger goals. Anthony Cirelli complements him at 0.95 xG/60 and an even sharper 17.0% clip, though his 5 high-danger goals suggest power-play or secondary-chance inflation. The Knights need to neutralize Hagel specifically; Cirelli's volume is lower and easier to live with.

Vegas counters with Tomas Hertl (5 goals, 0.88 xG/60, 4.3% shooting) and Brandon Saad, who's mired at 0.91 xG/60 and 4.1% conversion—high chance generation, minimal finish. Saad is marked inactive. Hertl's 17 assists show he's creating, but the goals haven't followed. That's either a timing problem or a warning.

Both teams register 0% high-danger and rebound goal rates—statistically implausible enough to suggest either exceptional defensive structure or data recording quirks. Take the goaltending matchup with grain of salt.

Tampa's defensive weak link is Victor Hedman. Vegas flags Rasmus Andersson. Neither is a liability, but Vegas should target the Hedman pairing on transition—he's the easiest to force into mistakes at speed. Andersson doesn't offer the same invitation.

This is a true even game. Bet the model, or flip a coin.

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
VGK
Brandon Saad3G 6A
0.91 xG/60 · 1 HD · 4.1% sh
Tomas Hertl5G 17A
0.88 xG/60 · 1 HD · 4.3% sh
Source · MoneyPuck skaters