Backcheck
Recap · TOR at TBL

Lightning run the Maple Leafs off the ice on the underlying numbers

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

By the ModelJul 12, 4:26 AMxG: xgboost-0.758Edited for clarity
Away
TOR
Toronto Maple Leafs
2
Home
TBL
Tampa Bay Lightning
4
FINAL
Process vs result

The underlying story

4.26Expected goals6.91
62% share for the better side
34Shot attempts (SOG)36
6High-danger chances14
59Corsi (all attempts)76
Score-adjusted: 49% / 51%
Source · NHL play-by-play · XGBoost xG

The Lightning controlled the game decisively on the underlying numbers but only won 4-2—a margin that understates their dominance. Tampa commanded 62% of expected goals (6.91–4.26), yet both teams underperformed their xG, with the Lightning leaving 2.91 goals on the table and Toronto leaving 2.26. A. Stolarz's heroic performance—saving 2.91 above expected and stopping 93% of the 14 high-danger shots against him—kept the Leafs competitive despite being overwhelmed.

The Lightning's control was thorough. They held 51% of shot attempts (36–34) and generated 14 high-danger chances to Toronto's 6. The Leafs could not convert; they went 0-for-6 on their premium opportunities, a drought that would have been catastrophic without Stolarz's intervention. The Lightning scored four times off the rush.

A. Vasilevskiy (32/34 saves, 0.941 SV%, +2.26 above expected) was equally sharp, handling rebound situations with composure and giving Tampa's forwards repeated chances to find twine. Matthew Knies's snap shot from the wing (P3, 17:13) provided a momentary disruption before the Lightning regained control.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TOR0 / 6 · 1.28 xG
TBL1 / 14 · 3.96 xG
Medium dangermid-range
TOR1 / 18 · 2.18 xG
TBL2 / 23 · 2.43 xG
Low dangerperimeter & point
TOR1 / 35 · 0.80 xG
TBL1 / 39 · 0.53 xG

TBL went 1-for-14 from high danger on 3.96 expected goals — 3.0 left on the table.

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

Finishing vs expected

expectedactual
TOR
2 G · 4.26 xG · -2.3
TBL
4 G · 6.91 xG · -2.9
012345678
Goalies · GSAx (goals saved above expected)
A. StolarzTOR
+2.9
A. VasilevskiyTBL
+2.3

TOR finished -2.3 against expected, TBL -2.9 — A. Stolarz (TOR) saved 2.9 goals above expected.

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

Shot diet

goalsshots
TOR
SNAP1/31
WRIST1/1
SLAP0/4
TIP IN0/6
BACKHAND0/5
WRAP AROUND0/1
OTHER0/11
TBL
SNAP0/18
WRIST3/19
SLAP1/14
TIP IN0/5
BACKHAND0/3
WRAP AROUND0/0
OTHER0/17
TOR
TBL
Off the rush
1 G on 31 · 2.58 xG
4 G on 45 · 5.70 xG
Off rebounds
0 G on 9 · 1.15 xG
0 G on 4 · 0.68 xG

Snap shots carried the volume: TOR went 1-for-31, TBL 0-for-18. TBL scored 4 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 · 2 SOG · 23:57 TOI · +3
B. Point
#21 · C · TBL
2 G · 1 A · 5 SOG · 22:16 TOI · +4
G. Goncalves
#93 · C · TBL
1 G · 2 A · 2 SOG · 11:51 TOI · +4
Ranked from the box score — points first · Backcheck
What the model flagged
  • TOR generated higher-quality looks than the shot total suggests.
  • A. Stolarz (TOR) stopped 2.9 goals above expected.
  • Open game — 20 high-danger chances combined (TBL 14, TOR 6).
  • TOR couldn't convert — 0/6 on high-danger chances. That won't happen often.
  • TBL was lethal off the rush — 4 goals on 45 rush chances.
  • TBL created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • TOR created 9 rebound opportunities (0 converted) — crashing the net effectively.
  • TBL underperformed xG by 2.9 — wasted quality chances.
  • TOR underperformed xG by 2.3 — wasted quality chances.
  • A. Stolarz (TOR) saved 2.9 goals above expected — stole the show.
  • A. Stolarz was a wall on HD chances — 93% SV on 14 high-danger shots.
Before the game — the model's pre-game read
Preview · TOR at TBL · 7:30 PM ET

The Lightning are the model's lean over the Maple Leafs — with PDO regression in play

By the ModelJul 12, 4:28 AMEdited for clarity
Win probability

The model's lean

59%
TBL
Model favorite
41%
59%
TOR50TBL

TBL by 18 points of win probability — a clear lean. Projected score TOR 2.32.8 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

TOR← edge
edge →TBL
46.0%5v5 xG%54.0%
45.0%Corsi%53.0%
2.24xGF / 602.67
2.67xGA / 602.28
2.09Goals for / gm2.38
2.52Goals against / gm1.85
1.002PDO — luck, not skill1.019

TBL holds 6 of 6 process categories — and PDO (1.002 vs 1.019) says TBL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a TOR 2.3 - 2.8 TBL game with the Lightning at 59% win probability.

The recency narrative runs the opposite direction. The Lightning are 8-1-1 in their last 10, while the Maple Leafs have cratered at -9 goal differential over the same stretch. Form can fool you, though. The model's lean toward Tampa Bay rests on deeper structural advantages.

At 5v5, the Lightning hold 54.0% expected goals to Toronto's 46.0%, and 53.0% Corsi to Toronto's 45.0%. That is not marginal. It is territorial dominance—the Lightning generate more quality chances and control the puck in Toronto's end. The Maple Leafs, despite their star power, have been reactive.

The catch: the Lightning's PDO sits at 1.019, running hot. That kind of efficiency cannot hold. Regression is coming, and how much it impacts this specific matchup shapes the model's confidence level.

On rest, the Lightning carry 19 days to Toronto's 21. A two-day gap is marginal, but it moves probability slightly.

For Toronto, Auston Matthews remains the first problem. He is at 1.10 xG/60 with 17 goals and 13 assists—clinical efficiency at 10.6% shooting. John Tavares sits at 0.91 xG/60 with 15 goals and 24 assists, having converted 3 high-danger chances into goals. The Maple Leafs' issue is not generation; it is possession.

Tampa Bay counters with Brandon Hagel at 1.10 xG/60 and 23 goals alongside 26 assists. That output—15.8% shooting—hints at finishing prowess. Anthony Cirelli operates deeper, at 0.95 xG/60 with 15 goals and 18 assists, but his 17.0% shooting rate is notable for a forward of his role.

The model sees a tilt that favors who controls the game. That is Tampa Bay. The Lightning's PDO regression risk is real, but it does not erase the possession edge. Toronto needs to break the structural pattern—better puck luck, tighter defense—to overtake the projection. Until then, the model's 59% edge holds.

Computed danger · scouting

Players to watch

TOR
Auston Matthews17G 13A
1.10 xG/60 · 1 HD · 10.6% sh
John Tavares15G 24A
0.91 xG/60 · 3 HD · 12.4% 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