Backcheck
Recap · BOS at TBL

Lightning run the Bruins off the ice on the underlying numbers

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

By the ModelJul 12, 3:40 AMxG: xgboost-0.758Edited for clarity
Away
BOS
Boston Bruins
5
Home
TBL
Tampa Bay Lightning
6
FINAL / OT
Process vs result

The underlying story

4.15Expected goals6.34
60% share for the better side
34Shot attempts (SOG)46
8High-danger chances9
56Corsi (all attempts)83
Score-adjusted: 38% / 62%
Source · NHL play-by-play · XGBoost xG

The Lightning edged the Bruins 6-5 in a shootout, but their control metrics tell a different story. They owned 60% of expected goals (6.34–4.15) and 57% of shot attempts (46–34 on goal).

What kept the scoreline close was goaltending variance. A. Vasilevskiy surrendered 0.85 goals above expected, while J. Swayman stopped 1.34 above it. That nearly two-goal swing between the pipes masked how thoroughly Tampa Bay controlled play.

Rush play was the main reason Boston stayed alive. Tampa Bay scored 5 goals on 42 rush attempts; Boston matched that (5 goals on 28 attempts), converting at a rate that compensated for volume disadvantage. High-danger chances split 9–8 for Tampa, close enough to keep the game open.

Tampa Bay's power play was the deciding factor. They scored 3 times on 29 shots, generating 3.06 expected goals—a volume Boston's penalty kill couldn't contain. Neither team capitalized on rebounds; Tampa created 5 with zero conversions, Boston created 7 with zero conversions.

N. Kucherov (1G, 3A in 28:13) and B. Hagel (1G, 2A in 27:37) led Tampa's offense. M. Geekie (2G, 1A in 18:43) kept Boston competitive, but Jake Guentzel's snap shot from the slot decided it in the shootout.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
BOS1 / 8 · 1.76 xG
TBL2 / 9 · 2.17 xG
Medium dangermid-range
BOS4 / 16 · 1.86 xG
TBL2 / 30 · 3.52 xG
Low dangerperimeter & point
BOS0 / 32 · 0.54 xG
TBL1 / 44 · 0.66 xG

BOS went 4-for-16 from medium danger on 1.86 expected goals — 2.1 above expected.

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

Finishing vs expected

expectedactual
BOS
5 G · 4.15 xG · +0.8
TBL
6 G · 6.34 xG · -0.3
01234567
Goalies · GSAx (goals saved above expected)
J. SwaymanBOS
+1.3
A. VasilevskiyTBL
-0.8

BOS finished +0.8 against expected, TBL -0.3 — J. Swayman (BOS) saved 1.3 goals above expected.

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

Shot diet

goalsshots
BOS
WRIST0/15
SNAP1/10
SLAP1/8
TIP IN2/3
BACKHAND1/5
WRAP AROUND0/2
OTHER0/13
TBL
WRIST1/18
SNAP1/17
SLAP2/17
TIP IN1/9
BACKHAND0/3
WRAP AROUND0/0
OTHER0/19
BOS
TBL
Off the rush
5 G on 28 · 2.59 xG
5 G on 42 · 4.29 xG
Off rebounds
0 G on 7 · 1.02 xG
0 G on 5 · 0.59 xG

Wrist shots carried the volume: BOS went 0-for-15, TBL 1-for-18. BOS scored 5 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
N. Kucherov
#86 · R · TBL
1 G · 3 A · 8 SOG · 28:13 TOI · +1
B. Hagel
#38 · L · TBL
1 G · 2 A · 6 SOG · 27:37 TOI · +1
M. Geekie
#39 · C · BOS
2 G · 1 A · 3 SOG · 18:43 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Swayman (BOS) stopped 1.3 goals above expected.
  • Open game — 17 high-danger chances combined (TBL 9, BOS 8).
  • TBL was lethal off the rush — 5 goals on 42 rush chances.
  • BOS was lethal off the rush — 5 goals on 28 rush chances.
  • TBL created 5 rebound opportunities (0 converted) — crashing the net effectively.
  • BOS created 7 rebound opportunities (0 converted) — crashing the net effectively.
  • TBL power play was dominant — 3 PPG on 29 PP shots (3.06 xG).
Before the game — the model's pre-game read
Preview · BOS at TBL · 6:30 PM ET

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

By the ModelJul 12, 4:06 AMEdited for clarity
Win probability

The model's lean

58%
TBL
Model favorite
42%
58%
BOS50TBL

TBL by 16 points of win probability — a clear lean. Projected score BOS 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

BOS← edge
edge →TBL
47.0%5v5 xG%54.0%
49.0%Corsi%53.0%
2.39xGF / 602.67
2.67xGA / 602.28
2.22Goals for / gm2.38
1.82Goals against / gm1.85
1.023PDO — luck, not skill1.019

TBL holds 5 of 6 process categories — and PDO (1.023 vs 1.019) says BOS has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects Tampa Bay to win this matchup, putting the Lightning at 58% win probability in a forecasted 2.3–2.8 goal victory. That lean rests entirely on possession control and underlying efficiency—but both teams face a reckoning from inflated shooting luck.

The Lightning dominate territorially. Their 54.0% expected-goals share and 53.0% Corsi percentage represent genuine structural advantage, while Boston's 47.0% xG and 49.0% Corsi show a team ceding the puck. This gap is not margin-of-error variance; it's foundational.

The complication: both teams are riding unsustainably high PDO numbers. Tampa's 1.019 and Boston's 1.023 mean they're converting chances above what their shot quality justifies. When luck normalizes—and the model prices that this will happen—both offensive outputs shrink.

Brandon Hagel is Tampa's most dangerous forward. He generates 1.10 expected goals per 60 minutes with 23 goals, 26 assists, and two high-danger goals on a brisk 15.8% shooting rate. That efficiency isn't random. Anthony Cirelli poses a secondary but real threat at 0.95 xG/60, having posted 15 goals, 18 assists, and five high-danger markers on a 17.0% shooting percentage—a rate certain to compress.

Boston counters with Viktor Arvidsson, who operates at 1.04 xG/60 with 18 goals, 24 assists, and two high-danger goals on a 13.0% shooting rate suggesting room for regression there as well. Tanner Jeannot checks in at 0.75 xG/60 with 6 goals and 14 assists on two high-danger chances, his 8.3% shooting rate leaving room for volatility either direction.

The defensive mismatches matter here. Elias Lindholm represents Boston's weak point; Victor Hedman is Tampa's liability. With Tampa's structural advantage, the Lightning should generate more chances against Boston's weaker defensive anchor. Yet both teams' inflated PDO figures mean the margin will likely compress as regression takes hold. The model's 58% lean reflects Tampa's play-driving edge, discounted for the probability that unsustainable finishing rates collapse first.

Computed danger · scouting

Players to watch

BOS
Viktor Arvidsson18G 24A
1.04 xG/60 · 2 HD · 13.0% sh
Tanner Jeannot6G 14A
0.75 xG/60 · 2 HD · 8.3% 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