Backcheck
Recap · TBL at OTT

Senators run the Lightning off the ice on the underlying numbers

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

By the ModelJul 12, 10:41 AMxG: xgboost-0.758Edited for clarity
Away
TBL
Tampa Bay Lightning
2
Home
OTT
Ottawa Senators
6
FINAL
Process vs result

The underlying story

3.05Expected goals5.48
64% share for the better side
30Shot attempts (SOG)32
6High-danger chances11
58Corsi (all attempts)63
Score-adjusted: 50% / 50%
Source · NHL play-by-play · XGBoost xG

The Senators' 6-2 victory was backed up entirely by the underlying numbers. They controlled 64% of 5v5 expected goals (5.48–3.05) while generating far more high-danger chances (11–6), a performance that made the scoreline inevitable rather than lucky.

Ottawa dominated shot quality throughout. They held 52% of shot attempts (32–30) but where they truly separated themselves was in the scoring chances generated—0.087 xG per shot versus Tampa's 0.053. The Lightning underperformed their xG by 1.05 goals, a reflection of both poor execution and solid Ottawa defense. L. Ullmark stopped 28 of 30 attempts at 0.933 SV%, the primary architect of that advantage.

The game's turning point came on Shane Pinto's high-slot wrist shot at 16:41 of the third period.

Ottawa's special teams gave them the cleanest edge. They converted 2 power-play goals on 10 shots—well above their 0.94 xG on the man advantage, a demonstration of high-leverage execution. Ottawa also thrived in transition, scoring 4 goals on 32 rush attempts, while Tampa managed just 2 on 20, a gap that turned dominance into a rout.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TBL1 / 6 · 1.37 xG
OTT3 / 11 · 3.19 xG
Medium dangermid-range
TBL1 / 8 · 0.93 xG
OTT2 / 15 · 1.66 xG
Low dangerperimeter & point
TBL0 / 44 · 0.75 xG
OTT1 / 37 · 0.64 xG

TBL went 0-for-44 from low danger on 0.75 expected goals — 0.8 left on the table.

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

Finishing vs expected

expectedactual
TBL
2 G · 3.05 xG · -1.1
OTT
6 G · 5.48 xG · +0.5
01234567
Goalies · GSAx (goals saved above expected)
J. JohanssonTBL
+0.5
L. UllmarkOTT
+1.0

TBL finished -1.1 against expected, OTT +0.5 — L. Ullmark (OTT) saved 1.0 goals above expected.

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

Shot diet

goalsshots
TBL
WRIST0/20
SLAP0/9
BACKHAND1/5
TIP IN1/6
SNAP0/4
DEFLECTED0/0
BAT0/0
OTHER0/14
OTT
WRIST4/26
SLAP0/8
BACKHAND2/6
TIP IN0/3
SNAP0/5
DEFLECTED0/2
BAT0/1
OTHER0/12
TBL
OTT
Off the rush
2 G on 20 · 1.84 xG
4 G on 32 · 4.20 xG
Off rebounds
0 G on 7 · 0.66 xG
1 G on 6 · 0.77 xG

Wrist shots carried the volume: TBL went 0-for-20, OTT 4-for-26. OTT scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
B. Tkachuk
#7 · L · OTT
0 G · 4 A · 3 SOG · 16:42 TOI · +1
T. Stützle
#18 · C · OTT
1 G · 2 A · 4 SOG · 18:31 TOI
J. Sanderson
#85 · D · OTT
2 G · 0 A · 5 SOG · 24:08 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • TBL generated higher-quality looks than the shot total suggests.
  • L. Ullmark (OTT) stopped 1.0 goals above expected.
  • Open game — 17 high-danger chances combined (OTT 11, TBL 6).
  • OTT generated far more dangerous chances — 0.087 xG/shot vs 0.053. Quality over quantity.
  • OTT was lethal off the rush — 4 goals on 32 rush chances.
  • TBL was lethal off the rush — 2 goals on 20 rush chances.
  • OTT created 6 rebound opportunities (1 converted) — crashing the net effectively.
  • TBL created 7 rebound opportunities (0 converted) — crashing the net effectively.
  • OTT power play was dominant — 2 PPG on 10 PP shots (0.94 xG).
Before the game — the model's pre-game read
Preview · TBL at OTT · 7:00 PM ET

Lightning at Senators: a genuine coin flip

By the ModelJul 12, 10:40 AMEdited for clarity
Win probability

The model's lean

53%
OTT
Model favorite
47%
53%
TBL50OTT

OTT by 6 points of win probability — a modest lean. Projected score TBL 2.42.6 OTT; 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 →OTT
54.0%5v5 xG%56.0%
53.0%Corsi%53.0%
2.67xGF / 602.66
2.28xGA / 602.12
2.38Goals for / gm2.18
1.85Goals against / gm1.99
1.019PDO — luck, not skill0.993

The season numbers split 33 — no clear process edge — and PDO (1.019 vs 0.993) says TBL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a TBL 2.4 - 2.6 OTT result with the Senators at 53% win probability. This is about as close to a pick'em as you'll find.

Both teams show identical 5v5 Corsi% at 53.0%, suggesting roughly balanced possession. The real divergence emerges in scoring efficiency. Ottawa's 56.0% xG% beats Tampa Bay's 54.0%, indicating the Senators generate higher-quality chances. But this advantage is tempered by luck: the Lightning's 1.019 PDO reflects hot shooting and overperformance, while Ottawa's 0.993 PDO suggests they're due for positive regression.

Goaltending creates a structural edge for the Senators. A. Vasilevskiy is on a back-to-back, opening the possibility of fatigue or a backup start, either of which favors Ottawa.

Brandon Hagel powers the Lightning's offense. His 1.10 xG/60 leads the team; his 15.8% shooting rate (23 goals and 26 assists) suggests unsustainable conversion. Anthony Cirelli rounds out the threat with 0.95 xG/60 and 5 high-danger goals—dangerous in the scoring areas Tampa needs him most. Victor Hedman represents the defensive weak link the Senators can attack.

Brady Tkachuk counters with 1.19 xG/60, topping Hagel's workload. His 7.5% shooting rate on 11 goals and 20 assists indicates he's converting well below his talent level—a sign of either variance or just-beginning regression. Dylan Cozens provides secondary pressure at 1.00 xG/60, though his 9.5% shooting rate suggests room for improvement. Nick Jensen emerges as the defensive liability Tampa could exploit.

Both teams generate 0% of their scoring from high-danger situations and 0% from rebounds—a quirk suggesting either elite goaltending or misdirected offensive execution.

The verdict: Ottawa's superior expected-goals share and favorable goaltending matchup edge the Senators, but the tightness of the model and Tampa Bay's surging PDO keep this genuinely uncertain. 53% is the right number.

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
OTT
Brady Tkachuk11G 20A
1.19 xG/60 · 2 HD · 7.5% sh
Dylan Cozens13G 15A
1.00 xG/60 · 1 HD · 9.5% sh
Source · MoneyPuck skaters