Backcheck
Recap · TBL at CBJ

Blue Jackets run the Lightning off the ice on the underlying numbers

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

By the ModelJul 12, 2:39 AMxG: xgboost-0.758Edited for clarity
Away
TBL
Tampa Bay Lightning
5
Home
CBJ
Columbus Blue Jackets
8
FINAL
Process vs result

The underlying story

2.29Expected goals4.79
68% share for the better side
30Shot attempts (SOG)31
1High-danger chances6
65Corsi (all attempts)51
Score-adjusted: 61% / 40%
Source · NHL play-by-play · XGBoost xG

Columbus dominated the underlying numbers — 68% of expected goals (4.79–2.29) — yet the scoreline read 8–5. Tampa's five goals on 2.29 xG represented the evening's starkest disconnect between play and result.

The Blue Jackets controlled 51% of shot attempts (31–30 on goal) and generated far superior scoring chances. They finished 6–1 on high-danger opportunities while maintaining 0.094 xG per shot versus Tampa's 0.035. That quality gap materialized through execution: Columbus converted 4 of 6 high-danger chances (67%) and was lethal on the rush, scoring 6 goals on 27 attempts.

Tampa's power play proved decisive. The Lightning converted 2 of 12 attempts with 0.58 expected goals, enough to offset Columbus's play advantage. Both goalies underperformed their models — J. Greaves (0.833 SV%) played 2.71 goals below expected, while J. Johansson (0.793 SV%) finished 1.21 short. Yet Columbus's overall scoring luck (3.21 goals above 4.79 xG) still outpaced Tampa's (2.71 above 2.29).

Columbus added insult by finishing 2 goals from low-danger spots that J. Johansson should have contained. The Blue Jackets' eight-goal haul reflected superior shot selection, dangerous spacing in transition, and relentless execution where Tampa generated only one high-danger chance all night.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TBL1 / 1 · 0.19 xG
CBJ4 / 6 · 2.67 xG
Medium dangermid-range
TBL3 / 14 · 1.46 xG
CBJ2 / 16 · 1.66 xG
Low dangerperimeter & point
TBL1 / 50 · 0.64 xG
CBJ2 / 29 · 0.46 xG

TBL went 3-for-14 from medium danger on 1.46 expected goals — 1.5 above expected.

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

Finishing vs expected

expectedactual
TBL
5 G · 2.29 xG · +2.7
CBJ
8 G · 4.79 xG · +3.2
0123456789
Goalies · GSAx (goals saved above expected)
J. JohanssonTBL
-1.2
J. GreavesCBJ
-2.7

TBL finished +2.7 against expected, CBJ +3.2 — J. Greaves (CBJ) allowed 2.7 more goals than expected.

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

Shot diet

goalsshots
TBL
WRIST2/18
SNAP1/9
SLAP1/11
BACKHAND1/5
TIP IN0/3
BAT0/1
DEFLECTED0/0
OTHER0/18
CBJ
WRIST7/23
SNAP1/8
SLAP0/3
BACKHAND0/3
TIP IN0/4
BAT0/0
DEFLECTED0/1
OTHER0/9
TBL
CBJ
Off the rush
4 G on 23 · 1.43 xG
6 G on 27 · 2.83 xG
Off rebounds
0 G on 2 · 0.29 xG
0 G on 1 · 0.11 xG

Wrist shots carried the volume: TBL went 2-for-18, CBJ 7-for-23. CBJ scored 6 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 · 3 SOG · 22:43 TOI · +1
M. Marchment
#17 · L · CBJ
3 G · 1 A · 3 SOG · 17:23 TOI · +2
J. Guentzel
#59 · C · TBL
2 G · 1 A · 4 SOG · 19:03 TOI · -1
Ranked from the box score — points first · Backcheck
What the model flagged
  • TBL generated higher-quality looks than the shot total suggests.
  • J. Johansson (TBL) gave up 1.2 goals more than expected — well below their workload.
  • CBJ generated far more dangerous chances — 0.094 xG/shot vs 0.035. Quality over quantity.
  • CBJ was clinical in the high-danger zone — 4/6 on HD chances (67%).
  • CBJ scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • CBJ was lethal off the rush — 6 goals on 27 rush chances.
  • TBL was lethal off the rush — 4 goals on 23 rush chances.
  • CBJ outperformed their expected goals by 3.2 — elite finishing or lucky bounces.
  • TBL outperformed their expected goals by 2.7 — elite finishing or lucky bounces.
  • TBL power play was dominant — 2 PPG on 12 PP shots (0.58 xG).
Before the game — the model's pre-game read
Preview · TBL at CBJ · 7:00 PM ET

Lightning at Blue Jackets: a genuine coin flip

By the ModelJul 12, 2:24 AMEdited for clarity
Win probability

The model's lean

50%
CBJ
Model favorite
50%
50%
TBL50CBJ

CBJ by 0 points of win probability — effectively a coin flip. Projected score TBL 2.52.6 CBJ; 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 →CBJ
54.0%5v5 xG%52.0%
53.0%Corsi%51.0%
2.67xGF / 602.63
2.28xGA / 602.43
2.38Goals for / gm2.12
1.85Goals against / gm1.98
1.019PDO — luck, not skill1.003

TBL holds 6 of 6 process categories — and PDO (1.019 vs 1.003) says TBL has run hotter.

Source · MoneyPuck season tables · 5v5

The models can't break the tie. The model projects a TBL 2.5–2.6 CBJ finish with the Blue Jackets at exactly 50% win probability—the closest thing to a pick'em in modern projection.

Tampa Bay's run has been sharp: 9-0-1 over their last ten games tilts the momentum chart decisively. Columbus, meanwhile, sits at -5 in goal differential over the same stretch, a sign their offense has stalled while leaking chances. That gap widens in the raw numbers. The Lightning hold 54.0% expected goals and 53.0% Corsi at 5-on-5; the Blue Jackets sit at 52.0% and 51.0%, respectively—margins that compound over a full season but feel thin enough to flip on any given night.

One warning: Tampa's PDO of 1.019 signals they're running hot. Those unsustainable bounces regress downward eventually, and tonight could be the start. Columbus's 1.003 sits closer to true talent.

Columbus arrives on just one day of rest; Tampa had three. The Lightning can exploit that edge early if they dictate pace.

The goaltending situation matters. J. Greaves is on the tail end of a back-to-back, which means either a backup appears or a tired starter takes the net—both scenarios tilt the ice toward Tampa.

Brandon Hagel and Anthony Cirelli are Tampa's engines. Hagel has been ruthless: 23 goals with a 1.10 expected goals per 60 minutes, posting 2 high-danger goals on a 15.8% shooting clip. Cirelli's 0.95 xG/60 sustained 15 goals and 18 assists, with five high-danger conversions at an elite 17.0% rate. Stopping them is the prerequisite to any Columbus upset.

Boone Jenner carries Columbus's chances. His 0.98 xG/60 and 11 goals represent steady production; he's added 21 assists, though only 2 of his goals qualify as high-danger. Mathieu Olivier (0.89 xG/60, 12 goals, 13.3% shooting) gives Columbus a secondary threat, though his limited assists (9) suggest depth struggles.

Defensively, Victor Hedman's minutes make him Tampa's weak link; Conor Garland carries Columbus's liability on the back end.

In a matchup this close, the team that dictates pace and converts medium-danger chances wins. Expect efficiency, not entertainment.

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
CBJ
Boone Jenner11G 21A
0.98 xG/60 · 2 HD · 9.6% sh
Mathieu Olivier12G 9A
0.89 xG/60 · 1 HD · 13.3% sh
Source · MoneyPuck skaters