Backcheck
Recap · TBL at FLA

Lightning run the Panthers off the ice on the underlying numbers

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

By the ModelJul 11, 4:02 PMxG: xgboost-0.758Edited for clarity
Away
TBL
Tampa Bay Lightning
3
Home
FLA
Florida Panthers
1
FINAL
Process vs result

The underlying story

3.84Expected goals2.45
61% share for the better side
20Shot attempts (SOG)23
4High-danger chances3
41Corsi (all attempts)62
Score-adjusted: 38% / 63%
Source · NHL play-by-play · XGBoost xG

The Lightning won 3-1, and the underlying metrics justified the margin. The Panthers held 54% of shot attempts—yet Tampa Bay controlled expected goals 61–39 (3.84–2.45). That inversion is everything.

The Lightning generated 0.094 expected goals per shot; the Panthers mustered 0.040. More than double the efficiency. On the rush, this gap materialized into goals: Tampa Bay converted three times on 23 chances, making the most of high-speed play when the Panthers' defense was scrambled.

The Panthers underperformed their xG by 1.45 goals—a deficit they couldn't absorb with a 39% share of expected production. S. Bobrovsky saved 1.84 goals above expected in a losing effort, proof that some games are over before either goalie takes a shot. A. Vasilevskiy, by contrast, faced gentler looks (3 high-danger chances to 4) and finished +1.45—a comfortable margin that reflected Tampa Bay's control.

Zemgus Girgensons's snap shot from the high slot (19:09, third period) arrived as punctuation: a goal struck when the game's outcome was already decided by structure, not luck.

The Three Stars:

  • #13 S. Reinhart (FLA) — 1A in 23:28
  • #15 A. Lundell (FLA) — 1A in 23:05
  • #86 N. Kucherov (TBL) — 1A in 22:31
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TBL1 / 4 · 1.71 xG
FLA0 / 3 · 0.65 xG
Medium dangermid-range
TBL1 / 15 · 1.65 xG
FLA1 / 7 · 0.66 xG
Low dangerperimeter & point
TBL1 / 22 · 0.48 xG
FLA0 / 52 · 1.14 xG

FLA went 0-for-52 from low danger on 1.14 expected goals — 1.1 left on the table.

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

Finishing vs expected

expectedactual
TBL
3 G · 3.84 xG · -0.8
FLA
1 G · 2.45 xG · -1.4
012345
Goalies · GSAx (goals saved above expected)
A. VasilevskiyTBL
+1.5
S. BobrovskyFLA
+1.8

TBL finished -0.8 against expected, FLA -1.4 — S. Bobrovsky (FLA) saved 1.8 goals above expected.

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

Shot diet

goalsshots
TBL
SNAP2/19
WRIST0/5
SLAP0/3
TIP IN0/5
BACKHAND1/2
OTHER0/7
FLA
SNAP0/11
WRIST0/22
SLAP0/8
TIP IN0/2
BACKHAND1/4
OTHER0/15
TBL
FLA
Off the rush
3 G on 23 · 2.68 xG
1 G on 31 · 1.84 xG
Off rebounds
0 G on 4 · 0.93 xG
0 G on 2 · 0.06 xG

Snap shots carried the volume: TBL went 2-for-19, FLA 0-for-11. TBL scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
S. Reinhart
#13 · C · FLA
0 G · 1 A · 1 SOG · 23:28 TOI · -2
A. Lundell
#15 · C · FLA
0 G · 1 A · 2 SOG · 23:05 TOI · -1
N. Kucherov
#86 · R · TBL
0 G · 1 A · 6 SOG · 22:31 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • FLA had the shot volume but the chances weren't dangerous.
  • A. Vasilevskiy (TBL) stopped 1.5 goals above expected.
  • TBL had the higher quality looks — 0.094 xG/shot vs 0.040.
  • TBL was lethal off the rush — 3 goals on 23 rush chances.
  • TBL created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • S. Bobrovsky (FLA) saved 1.8 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · TBL at FLA · 5:00 PM ET

Lightning at Panthers: a genuine coin flip

By the ModelJul 11, 3:59 PMEdited for clarity
Win probability

The model's lean

52%
TBL
Model favorite
52%
48%
TBL50FLA

TBL by 4 points of win probability — effectively a coin flip. Projected score TBL 2.62.5 FLA; 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 →FLA
54.0%5v5 xG%49.0%
53.0%Corsi%52.0%
2.67xGF / 602.48
2.28xGA / 602.56
2.38Goals for / gm1.98
1.85Goals against / gm2.21
1.019PDO — luck, not skill0.989

TBL holds 6 of 6 process categories — and PDO (1.019 vs 0.989) says TBL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.6–2.5 Lightning win with Tampa Bay at 52% probability—this is as close to a pick'em as you'll find. The underlying matchup is tighter than the goal projection suggests.

Tampa Bay owns the possession battle decisively. The Lightning's 54.0% 5v5 expected goals percentage exceeds Florida's 49.0% by enough to matter; their 53.0% Corsi% similarly dominates the 52.0% Panthers' rate. These aren't blowout margins, but they're real.

The catch: Tampa's 1.019 PDO suggests the Lightning are running hot. Regression is coming. Florida's 0.989 PDO implies the opposite—the Panthers are due for positive variance, which could narrow what looks like a small edge into no edge at all.

Watch D. Tarasov, on a back-to-back, for a potential backup start or simply tired legs between the pipes. That uncertainty alone shifts volatility.

For Tampa, Brandon Hagel (23G, 26A, 1.10 xG/60, 15.8% shooting) remains the engine. His 2 high-danger goals show he's not padding totals on luck alone. Anthony Cirelli (15G, 18A, 0.95 xG/60, 5 high-danger goals) has been efficient; his 17.0% shooting is sustainable enough to trust he's scoring at or near his true rate.

Florida's counter: Sam Bennett (18G, 19A, 0.97 xG/60, 6 high-danger goals) generates chances at a similar clip but with more finish—his 13.1% shooting rate reflects genuine efficiency. Brad Marchand (17G, 9A, 0.93 xG/60, 3 high-danger goals) is a secondary threat carrying an eye-catching 19.5% shooting rate; sustainability is the question there.

The defensive liability for Tampa is Victor Hedman; for Florida, it's Marchand—a different kind of problem when your most dangerous offensive player is also a liability on the other end.

This game hinges on whether Tampa's possession edge translates to actual advantage or whether Florida's unfavorable PDO regresses toward the mean. Either way, it's a coin flip.

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
FLA
Sam Bennett18G 19A
0.97 xG/60 · 6 HD · 13.1% sh
Brad Marchand17G 9A
0.93 xG/60 · 3 HD · 19.5% sh
Source · MoneyPuck skaters