Backcheck
Recap · PIT at TBL

Lightning run the Penguins off the ice on the underlying numbers

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

By the ModelJul 12, 10:00 AMxG: xgboost-0.758Edited for clarity
Away
PIT
Pittsburgh Penguins
3
Home
TBL
Tampa Bay Lightning
6
FINAL
Process vs result

The underlying story

2.08Expected goals4.85
70% share for the better side
24Shot attempts (SOG)33
4High-danger chances6
46Corsi (all attempts)67
Score-adjusted: 43% / 57%
Source · NHL play-by-play · XGBoost xG

Tampa Bay's 6–3 victory masked a more decisive edge: the Lightning controlled 70 percent of expected goals despite holding only 58 percent of shot attempts (4.85 to 2.08 xG; 33 to 24 on goal). Shot quality—not volume—carried the game.

Pittsburgh generated higher-quality chances relative to their shot volume; the Lightning generated far more dangerous ones. Tampa Bay produced 0.072 expected goals per shot; Pittsburgh 0.045. The gap compounded: the Lightning buried 50 percent of their high-danger chances (3 of 6) and were lethal on the rush, scoring twice on 25 chances. Pittsburgh, by contrast, converted three rush chances on just 21 attempts—a stunning efficiency that went for naught.

Variance cut both ways, but inconsistently. The Lightning overperformed their model by 1.15 goals; Pittsburgh exceeded theirs by 0.92. A. Vasilevskiy (0.875 SV%) beat his xG assumptions (−0.92). S. Skinner underperformed his.

The Penguins' most dangerous moment came early: Egor Chinakhov's snap shot from the top of the circles in the third period (19:58) briefly tightened a blowout. It proved a speed bump.

Tampa Bay's dominance lived in deeper measures: 7 rebound opportunities (2 converted) and clinical execution when it mattered. Off the transition, they were uncatchable.

Pittsburgh played a respectable road game by efficiency metrics—more dangerous looks, proportionally, than their shot count revealed—but they couldn't overcome a Lightning team that turned possession into danger and danger into goals.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
PIT1 / 4 · 0.97 xG
TBL3 / 6 · 1.82 xG
Medium dangermid-range
PIT1 / 4 · 0.39 xG
TBL2 / 20 · 2.48 xG
Low dangerperimeter & point
PIT1 / 38 · 0.72 xG
TBL1 / 41 · 0.55 xG

TBL went 3-for-6 from high danger on 1.82 expected goals — 1.2 above expected.

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

Finishing vs expected

expectedactual
PIT
3 G · 2.08 xG · +0.9
TBL
6 G · 4.85 xG · +1.1
01234567
Goalies · GSAx (goals saved above expected)
S. SkinnerPIT
-0.2
A. VasilevskiyTBL
-0.9

PIT finished +0.9 against expected, TBL +1.1 — A. Vasilevskiy (TBL) allowed 0.9 more goals than expected.

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

Shot diet

goalsshots
PIT
WRIST0/13
SNAP2/12
SLAP0/7
BACKHAND1/3
BAT0/1
TIP IN0/0
WRAP AROUND0/0
DEFLECTED0/0
OTHER0/10
TBL
WRIST3/18
SNAP1/11
SLAP0/6
BACKHAND2/6
BAT0/3
TIP IN0/2
WRAP AROUND0/1
DEFLECTED0/1
OTHER0/19
PIT
TBL
Off the rush
3 G on 21 · 1.54 xG
2 G on 25 · 2.58 xG
Off rebounds
0 G on 1 · 0.20 xG
2 G on 7 · 1.01 xG

Wrist shots carried the volume: PIT went 0-for-13, TBL 3-for-18. PIT scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
N. Kucherov
#86 · R · TBL
1 G · 2 A · 4 SOG · 20:45 TOI · +3
A. Cirelli
#71 · C · TBL
3 G · 0 A · 3 SOG · 15:08 TOI · +3
J. Guentzel
#59 · C · TBL
0 G · 2 A · 7 SOG · 21:24 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • PIT generated higher-quality looks than the shot total suggests.
  • TBL generated far more dangerous chances — 0.072 xG/shot vs 0.045. Quality over quantity.
  • TBL was clinical in the high-danger zone — 3/6 on HD chances (50%).
  • TBL was lethal off the rush — 2 goals on 25 rush chances.
  • PIT was lethal off the rush — 3 goals on 21 rush chances.
  • TBL created 7 rebound opportunities (2 converted) — crashing the net effectively.
Before the game — the model's pre-game read
Preview · PIT at TBL · 7:00 PM ET

Penguins at Lightning: a genuine coin flip

By the ModelJul 12, 9:54 AMEdited for clarity
Win probability

The model's lean

55%
TBL
Model favorite
45%
55%
PIT50TBL

TBL by 10 points of win probability — a modest lean. Projected score PIT 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

PIT← edge
edge →TBL
51.0%5v5 xG%54.0%
50.0%Corsi%53.0%
2.66xGF / 602.67
2.55xGA / 602.28
2.45Goals for / gm2.38
2.12Goals against / gm1.85
1.012PDO — luck, not skill1.019

TBL holds 5 of 6 process categories — and PDO (1.012 vs 1.019) says TBL has run hotter.

Source · MoneyPuck season tables · 5v5

The pregame model projects PIT 2.5–2.7, with Tampa Bay at 55% to win. That's as close to pick'em as the numbers get.

Tampa owns the underlying play. The Lightning generate 54.0% of 5v5 expected goals versus Pittsburgh's 51.0%, and their Corsi mark sits at 53.0% to Pittsburgh's 50.0%. Yet the model grants Tampa barely more than even odds.

The Lightning's 1.019 PDO signals they're running hot—expect regression. Pittsburgh's 1.012 sits closer to neutral.

Rickard Rakell anchors Pittsburgh's attack. He has 13 goals on 12.1% shooting while generating 1.01 xG/60. Filip Hallander, who produced 1.28 xG/60, is on injured reserve for evaluation and unavailable.

Tampa's scoring spreads across Brandon Hagel and Anthony Cirelli. Hagel carries 23 goals and 1.10 xG/60 at 15.8% shooting. Cirelli has 15 goals with 17.0% shooting and 0.95 xG/60.

At 5v5, neither team has recorded a high-danger goal or rebound goal. Caleb Jones is Pittsburgh's defensive liability; Victor Hedman is Tampa's.

The Lightning's possession and shot advantage merits the favorite's line, but narrowly. When two teams this close collide, the model's coin-flip assessment is the only honest call.

Computed danger · scouting

Players to watch

PIT
Filip Hallander0G 3A
1.28 xG/60 · 0 HD · 0.0% sh
Rickard Rakell13G 13A
1.01 xG/60 · 3 HD · 12.1% 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