Backcheck
Recap · TBL at CHI

Lightning run the Blackhawks off the ice on the underlying numbers

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

By the ModelJul 12, 2:18 AMxG: xgboost-0.758Edited for clarity
Away
TBL
Tampa Bay Lightning
2
Home
CHI
Chicago Blackhawks
1
FINAL / OT
Process vs result

The underlying story

4.44Expected goals2.56
64% share for the better side
31Shot attempts (SOG)19
6High-danger chances2
72Corsi (all attempts)40
Score-adjusted: 65% / 35%
Source · NHL play-by-play · XGBoost xG

The Lightning controlled the game decisively but wasted enough chances to need a shootout, winning 2–1. They dominated 64–36 in expected goals, outshot Chicago 31–19, and had a 6–2 edge in high-danger chances—yet went 0 for 6 on those prime looks and underperformed their xG by 2.44.

Chicago underperformed by 1.56 but remained competitive because A. Soderblom was exceptional. He stopped all 6 high-danger chances for a 0.968 SV%, a +3.44 overperformance versus expected. A. Vasilevskiy mirrored that, stopping 18 of 19 (0.947 SV%, +1.56). When two goalies dominate like that, the game gets decided elsewhere: Dominic James's shootout winner ended it.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TBL0 / 6 · 1.40 xG
CHI0 / 2 · 0.43 xG
Medium dangermid-range
TBL1 / 21 · 2.11 xG
CHI1 / 15 · 1.82 xG
Low dangerperimeter & point
TBL0 / 45 · 0.93 xG
CHI0 / 23 · 0.30 xG

TBL went 0-for-6 from high danger on 1.40 expected goals — 1.4 left on the table.

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

Finishing vs expected

expectedactual
TBL
2 G · 4.44 xG · -2.4
CHI
1 G · 2.56 xG · -1.6
012345
Goalies · GSAx (goals saved above expected)
A. VasilevskiyTBL
+1.6
A. SoderblomCHI
+3.4

TBL finished -2.4 against expected, CHI -1.6 — A. Soderblom (CHI) saved 3.4 goals above expected.

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

Shot diet

goalsshots
TBL
WRIST0/30
SLAP0/10
TIP IN0/7
BACKHAND1/7
DEFLECTED0/3
SNAP0/0
OTHER0/15
CHI
WRIST1/18
SLAP0/4
TIP IN0/4
BACKHAND0/0
DEFLECTED0/1
SNAP0/2
OTHER0/11
TBL
CHI
Off the rush
1 G on 35 · 2.72 xG
1 G on 17 · 2.01 xG
Off rebounds
0 G on 6 · 0.91 xG
0 G on 3 · 0.25 xG

Wrist shots carried the volume: TBL went 0-for-30, CHI 1-for-18.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
N. Kucherov
#86 · R · TBL
1 G · 0 A · 1 SOG · 23:48 TOI · +1
B. Hagel
#38 · L · TBL
0 G · 1 A · 2 SOG · 23:45 TOI
A. Cirelli
#71 · C · TBL
0 G · 1 A · 2 SOG · 19:21 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • A. Vasilevskiy (TBL) stopped 1.6 goals above expected.
  • TBL couldn't convert — 0/6 on high-danger chances. That won't happen often.
  • CHI created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • TBL created 6 rebound opportunities (0 converted) — crashing the net effectively.
  • CHI underperformed xG by 1.6 — wasted quality chances.
  • TBL underperformed xG by 3.4 — wasted quality chances.
  • A. Vasilevskiy (TBL) saved 1.6 goals above expected — stole the show.
  • A. Soderblom (CHI) saved 3.4 goals above expected — stole the show.
  • A. Soderblom was a wall on HD chances — 100% SV on 6 high-danger shots.
Before the game — the model's pre-game read
Preview · TBL at CHI · 7:00 PM ET

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

By the ModelJul 12, 3:07 AMEdited for clarity
Win probability

The model's lean

58%
TBL
Model favorite
58%
42%
TBL50CHI

TBL by 16 points of win probability — a clear lean. Projected score TBL 2.82.3 CHI; 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 →CHI
54.0%5v5 xG%42.0%
53.0%Corsi%46.0%
2.67xGF / 602.17
2.28xGA / 602.94
2.38Goals for / gm1.84
1.85Goals against / gm2.41
1.019PDO — luck, not skill0.996

TBL holds 6 of 6 process categories — and PDO (1.019 vs 0.996) says TBL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.8–2.3 Lightning victory with Tampa Bay at 58% win probability—a lean outcome, but the underlying metrics support it. Tampa Bay dominates at 5v5: 54.0% expected goals against Chicago's 42.0%, paired with a 53.0% Corsi edge that translates to sustained territorial control. The Blackhawks will defend for most of this game.

The catch is PDO. Tampa Bay is running at 1.019—above the sustainable mean—while Chicago sits at 0.996, suggesting a team where results have lagged execution. Some regression is inevitable, which explains why the model keeps the spread tight despite the underlying advantages.

Tampa Bay arrives hot: 9-0-1 in their last 10. That run is built on Brandon Hagel (23 goals, 1.10 xG/60, 15.8% shooting) and Anthony Cirelli (15 goals, 0.95 xG/60, 17.0% shooting). Both are finishing above expected rates—Cirelli especially, at elite levels. Cirelli's high shooting percentage (17.0%) signals that close chances are converting.

Chicago's answer is Tyler Bertuzzi (20 goals, 0.85 xG/60, 7 high-danger goals) and Connor Bedard (17 goals, 0.82 xG/60, 27 assists, 11.8% shooting). Bedard's assist total is notable—he's functioning as a playmaker, not just a finisher. Bertuzzi's high-danger production (7 goals) suggests he's reliable in close.

Victor Hedman is the defensive weak link for Tampa Bay; Anton Frondell for Chicago. The model sees Tampa Bay's ability to maintain pressure as decisive. Chicago's only realistic path is discipline and conversion on limited opportunities—difficult when the underlying play favors their opponent and the model knows it.

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
CHI
Tyler Bertuzzi20G 15A
0.85 xG/60 · 7 HD · 18.0% sh
Connor Bedard17G 27A
0.82 xG/60 · 5 HD · 11.8% sh
Source · MoneyPuck skaters