Backcheck
Recap · WSH at TBL

Lightning steal one from the Capitals against the run of play

The Lightning stole one. They lost the expected-goals battle 3.52–1.86 and won anyway.

By the ModelJul 11, 3:08 PMxG: xgboost-0.758Edited for clarity
Away
WSH
Washington Capitals
2
Home
TBL
Tampa Bay Lightning
3
FINAL
Process vs result

The underlying story

3.52Expected goals1.86
65% share for the better side
31Shot attempts (SOG)20
8High-danger chances1
61Corsi (all attempts)43
Score-adjusted: 61% / 39%
Source · NHL play-by-play · XGBoost xG

The Capitals controlled play decisively—eight high-danger chances to Tampa Bay's one, 3.52 expected goals to 1.86—yet lost 3–2. Washington was the superior team and still got beaten.

Goaltending decided the outcome. A. Vasilevskiy saved 2.5 goals above expected on 29 of 30 shots (0.967 SV%), a margin that flipped the result. L. Thompson conceded 1.1 goals above expected on 17 of 20 (0.850 SV%). That gap was decisive especially because the Capitals faced a precision disadvantage to begin with—they generated 0.058 expected goals per shot versus the Lightning's 0.043.

Finishing variance sealed it. The Capitals underperformed their xG by 1.52 despite creating four rebound opportunities, crashing the net without converting. The Lightning overperformed theirs by 1.14 and converted three of 19 rush chances, a lethal counter-attack rate. A deserved Washington victory dissolved into a 3–2 loss.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WSH1 / 8 · 1.70 xG
TBL0 / 1 · 0.19 xG
Medium dangermid-range
WSH0 / 8 · 0.95 xG
TBL3 / 12 · 1.19 xG
Low dangerperimeter & point
WSH1 / 45 · 0.87 xG
TBL0 / 30 · 0.48 xG

TBL went 3-for-12 from medium danger on 1.19 expected goals — 1.8 above expected.

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

Finishing vs expected

expectedactual
WSH
2 G · 3.52 xG · -1.5
TBL
3 G · 1.86 xG · +1.1
01234
Goalies · GSAx (goals saved above expected)
L. ThompsonWSH
-1.1
A. VasilevskiyTBL
+2.5

WSH finished -1.5 against expected, TBL +1.1 — A. Vasilevskiy (TBL) saved 2.5 goals above expected.

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

Shot diet

goalsshots
WSH
WRIST0/28
SLAP0/9
SNAP1/3
TIP IN0/3
BACKHAND0/4
BETWEEN LEGS0/1
BAT0/1
DEFLECTED0/0
OTHER1/12
TBL
WRIST0/17
SLAP0/4
SNAP2/3
TIP IN1/3
BACKHAND0/1
BETWEEN LEGS0/0
BAT0/0
DEFLECTED0/1
OTHER0/14
WSH
TBL
Off the rush
1 G on 29 · 2.63 xG
3 G on 19 · 1.48 xG
Off rebounds
0 G on 4 · 0.60 xG
0 G on 0 · 0.00 xG

Wrist shots carried the volume: WSH went 0-for-28, TBL 0-for-17. TBL scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Guentzel
#59 · C · TBL
1 G · 1 A · 1 SOG · 22:31 TOI
B. Hagel
#38 · L · TBL
1 G · 1 A · 4 SOG · 20:18 TOI
C. D'Astous
#51 · D · TBL
0 G · 2 A · 1 SOG · 19:37 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • TBL won despite being outplayed by xG (35%). Goaltending or finishing carried them.
  • A. Vasilevskiy (TBL) stopped 2.5 goals above expected.
  • L. Thompson (WSH) gave up 1.1 goals more than expected — well below their workload.
  • WSH had the higher quality looks — 0.058 xG/shot vs 0.043.
  • TBL was lethal off the rush — 3 goals on 19 rush chances.
  • WSH created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • WSH underperformed xG by 1.5 — wasted quality chances.
  • A. Vasilevskiy (TBL) saved 2.5 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · WSH at TBL · 7:00 PM ET

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

By the ModelJul 11, 3:05 PMEdited for clarity
Win probability

The model's lean

56%
TBL
Model favorite
44%
56%
WSH50TBL

TBL by 12 points of win probability — a modest lean. Projected score WSH 2.52.8 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

WSH← edge
edge →TBL
50.0%5v5 xG%54.0%
49.0%Corsi%53.0%
2.62xGF / 602.67
2.62xGA / 602.28
2.18Goals for / gm2.38
1.79Goals against / gm1.85
1.018PDO — luck, not skill1.019

TBL holds 5 of 6 process categories — and PDO (1.018 vs 1.019) says TBL has run hotter.

Source · MoneyPuck season tables · 5v5

The model likes Tampa Bay. The Lightning get 56% win probability on a 2.5-2.8 expected goal spread, and they've earned it through territorial control, not luck.

Tampa's 54.0% xG share against Washington's 50.0% signals consistent dominance in quality of play. They maintain that edge in shot attempt share too—a 53.0% Corsi%—meaning they're dictating where the puck lives, not just stealing moments. Washington can't match either metric.

The Lightning also carry form momentum. They're 6-3-1 in their last ten, the kind of rhythm that tips close matchups.

But PDO regression looms for both teams. The Capitals sit at 1.018, the Lightning at 1.019—both running hot. That luck normalizes, which conceptually tightens the game, even if it doesn't reverse the underlying advantage.

Goaltending could be the wildcard. A. Vasilevskiy and C. Lindgren are both on back-to-backs, and coaching decisions here—or if they both start, the accumulated fatigue—could shift momentum.

For Washington, Alex Ovechkin remains the primary offensive engine at 0.97 xG/60 with 19G 17A and a 13.8% shooting rate that bankrolls his 2 high-danger goals. Anthony Beauvillier runs similar intensity at 0.89 xG/60 (14G 9A, 10.4% shooting, 2 HD goals) but with less volume to lean on.

Tampa's depth provides the leverage. Brandon Hagel operates at 1.10 xG/60—the highest among these four—with 23G 26A and a 15.8% shooting rate. That rate is unsustainable, but it reflects his positioning in high-danger areas (2 HD goals). Anthony Cirelli, at 0.95 xG/60, generates fewer chances but hits harder—5 high-danger goals across 15G 18A with a 17.0% shooting rate suggests he's finding dangerous spots at better frequency.

Defensively, watch Declan Chisholm for Washington and Victor Hedman for Tampa Bay—these are the weak links each team will test.

The Lightning's edge lives in territorial dominance, not fortune. They own the play, and that's why the model favors them.

Computed danger · scouting

Players to watch

WSH
Alex Ovechkin19G 17A
0.97 xG/60 · 2 HD · 13.8% sh
Anthony Beauvillier14G 9A
0.89 xG/60 · 2 HD · 10.4% 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