Backcheck
Recap · TBL at COL

Avalanche run the Lightning off the ice on the underlying numbers

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

By the ModelJul 11, 2:38 PMxG: xgboost-0.758Edited for clarity
Away
TBL
Tampa Bay Lightning
2
Home
COL
Colorado Avalanche
3
FINAL
Process vs result

The underlying story

2.33Expected goals4.56
66% share for the better side
24Shot attempts (SOG)33
1High-danger chances11
60Corsi (all attempts)60
Score-adjusted: 53% / 47%
Source · NHL play-by-play · XGBoost xG

Colorado controlled 66% of expected goals (4.56–2.33) but edged Tampa Bay 3-2, a narrow margin that buried the true scope of their dominance. The Avalanche held the puck in high-danger territory and forced A. Vasilevskiy into the performance of the night.

The evidence is clear. Colorado generated 58% of shot attempts (33–24) and 11 high-danger chances to Tampa Bay's 1. On a per-shot basis, Colorado's chances were nearly twice as efficient: 0.076 expected goals per shot versus 0.039 for the Lightning. Yet the Avalanche underperformed their xG by 1.56 goals — they should have won larger.

A. Vasilevskiy kept Tampa in the game, making 30 saves on 33 shots (0.909 SV%) and stopping 1.56 goals above expected. S. Wedgewood (22/24, 0.917 SV%) was sound for the winners. The game turned on execution. Tampa Bay scored twice from low-danger locations — spots where the goalie needs to have them — and converted 2 goals on 23 rush chances. Colorado crashed the net harder on rebounds (8 opportunities, 2 converted) versus Tampa (3 opportunities, 0 converted), grinding out their edge in second-chance play.

The scoreline flattered the Lightning. Brayden Point's backhander in the third period gave false hope, but Colorado's control never wavered. This was not a close game dressed up as one — the Avalanche dominated the Lightning on the underlying numbers.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TBL0 / 1 · 0.24 xG
COL2 / 11 · 2.61 xG
Medium dangermid-range
TBL0 / 11 · 1.29 xG
COL1 / 14 · 1.48 xG
Low dangerperimeter & point
TBL2 / 48 · 0.80 xG
COL0 / 35 · 0.46 xG

TBL went 0-for-11 from medium danger on 1.29 expected goals — 1.3 left on the table.

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

Finishing vs expected

expectedactual
TBL
2 G · 2.33 xG · -0.3
COL
3 G · 4.56 xG · -1.6
012345
Goalies · GSAx (goals saved above expected)
A. VasilevskiyTBL
+1.6
S. WedgewoodCOL
+0.3

TBL finished -0.3 against expected, COL -1.6 — A. Vasilevskiy (TBL) saved 1.6 goals above expected.

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

Shot diet

goalsshots
TBL
WRIST0/19
SLAP0/5
TIP IN0/4
BACKHAND1/6
SNAP0/4
WRAP AROUND1/1
POKE0/1
DEFLECTED0/1
OTHER0/19
COL
WRIST2/30
SLAP0/6
TIP IN0/4
BACKHAND1/1
SNAP0/2
WRAP AROUND0/0
POKE0/0
DEFLECTED0/0
OTHER0/17
TBL
COL
Off the rush
2 G on 23 · 1.53 xG
1 G on 22 · 2.44 xG
Off rebounds
0 G on 3 · 0.37 xG
2 G on 8 · 1.79 xG

Wrist shots carried the volume: TBL went 0-for-19, COL 2-for-30. TBL scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
V. Olofsson
#95 · L · COL
2 G · 0 A · 2 SOG · 14:07 TOI · +1
N. MacKinnon
#29 · C · COL
0 G · 1 A · 6 SOG · 22:00 TOI · -1
M. Necas
#88 · C · COL
0 G · 1 A · 3 SOG · 21:02 TOI · -1
Ranked from the box score — points first · Backcheck
What the model flagged
  • TBL generated higher-quality looks than the shot total suggests.
  • A. Vasilevskiy (TBL) stopped 1.6 goals above expected.
  • COL generated far more dangerous chances — 0.076 xG/shot vs 0.039. Quality over quantity.
  • TBL scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • TBL was lethal off the rush — 2 goals on 23 rush chances.
  • COL created 8 rebound opportunities (2 converted) — crashing the net effectively.
  • TBL created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • COL underperformed xG by 1.6 — wasted quality chances.
  • A. Vasilevskiy (TBL) saved 1.6 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · TBL at COL · 9:30 PM ET

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

By the ModelJul 11, 2:35 PMEdited for clarity
Win probability

The model's lean

55%
COL
Model favorite
45%
55%
TBL50COL

COL by 10 points of win probability — a modest lean. Projected score TBL 2.52.8 COL; 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 →COL
54.0%5v5 xG%57.0%
53.0%Corsi%57.0%
2.67xGF / 603.03
2.28xGA / 602.30
2.38Goals for / gm2.63
1.85Goals against / gm1.56
1.019PDO — luck, not skill1.021

COL holds 5 of 6 process categories — and PDO (1.019 vs 1.021) says COL has run hotter.

Source · MoneyPuck season tables · 5v5

Colorado gets the nod here, with the model projecting a 2.5–2.8 goals range and putting the Avalanche at 55% win probability. The edge is real, but the math has an expiration date.

The Avalanche control territory decisively. Their 57.0% Corsi and 57.0% expected-goals share both reflect what you'll see: Colorado generates more chances and spends more time in Tampa Bay's end. This lead matters, and it doesn't evaporate.

Where the forecast tightens: both teams are running on unsustainable PDO. Colorado sits at 1.021, Tampa Bay at 1.019. Neither can maintain that luck. The Avalanche have gotten more mileage from their high-danger chances than the underlying metrics predict, and the Lightning have done the same. When that regresses—and it will—Colorado's advantage narrows.

For Tampa Bay, Brandon Hagel is the engine: 1.10 expected goals per 60, 23 goals and 26 assists, 2 high-danger goals, shooting at 15.8%. That rate is borrowed time. Anthony Cirelli contributes 0.95 expected goals per 60 with 15 goals and 18 assists, 5 high-danger goals, and a 17.0% shooting clip that won't hold. Neutralize Hagel's space and you've done the work on offense; Cirelli will demand attention too.

Colorado counters with Artturi Lehkonen: 1.11 expected goals per 60, 18 goals and 22 assists, 6 high-danger goals, shooting at 14.9%—his rate is grounded in the quality of his looks. Ross Colton operates at 1.10 xG/60 but has just 7 goals and 1 high-danger goal on 15 assists, his 4.9% shooting rate a near-certain positive regression candidate. Colorado's depth could widen the margin if Colton finds footing.

The defensive mismatch: Victor Hedman becomes a weakness you can target for Tampa, while Nazem Kadri carries similar burden for Colorado. In a possession-driven game, exploiting the back end accelerates the Corsi advantage into the scoreline.

Three Stars

  • Artturi Lehkonen — Colorado's most reliable finisher with 6 high-danger goals backing the expected-goals
  • Brandon Hagel — Tampa's volume engine, but his 15.8% shooting will regress
  • Ross Colton — Colorado's upside play if positive regression kicks in
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
COL
Artturi Lehkonen18G 22A
1.11 xG/60 · 6 HD · 14.9% sh
Ross Colton7G 15A
1.10 xG/60 · 1 HD · 4.9% sh
Source · MoneyPuck skaters