Backcheck
Recap · COL at DAL

Avalanche edge the Stars in a shootout

The Avalanche stole one. They lost the expected-goals battle 3.24–4.28 and won anyway.

By the ModelJul 12, 5:46 AMxG: xgboost-0.758Edited for clarity
Away
COL
Colorado Avalanche
5
Home
DAL
Dallas Stars
4
FINAL / OT
Process vs result

The underlying story

3.24Expected goals4.28
57% share for the better side
29Shot attempts (SOG)21
3High-danger chances8
58Corsi (all attempts)49
Score-adjusted: 58% / 42%
Source · NHL play-by-play · XGBoost xG

Colorado stole this one. Dallas controlled 57% of expected goals—generating 4.28 xG to Colorado's 3.24—and still lost.

The gap originates with Dallas's quality. They registered only 21 shots on goal to Colorado's 29, yet packed far more danger per attempt: 0.087 expected goals per shot versus Colorado's 0.056. Dallas's 8-3 edge in high-danger chances reinforces the picture—Colorado was scraping out chances where Dallas was generating them.

S. Wedgewood (COL) kept Colorado alive. His perfect 10/10 save performance (+2.04 goals saved versus expected) was the margin. Colorado's other netminder, M. Blackwood (COL), gave up 1.76 more goals than expected from his workload (7/11, 0.636 SV%, -1.76), while J. Oettinger (DAL) ran slightly unlucky (25/29, 0.862 SV%, -0.76).

Colorado's power play provided daylight: three goals on 17 shots (1.40 xG), enough to neutralize Dallas's 5-on-5 superiority. Colorado also won the rush battle—four goals on 26 chances versus Dallas's three—another fraction that cascaded into the final margin.

M. Necas ended it in the shootout with a snap from the slot. Colorado didn't deserve this win based on play, but finished it anyway.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
COL0 / 3 · 0.82 xG
DAL1 / 8 · 2.14 xG
Medium dangermid-range
COL3 / 19 · 1.86 xG
DAL3 / 17 · 1.80 xG
Low dangerperimeter & point
COL1 / 36 · 0.57 xG
DAL0 / 24 · 0.34 xG

DAL went 3-for-17 from medium danger on 1.80 expected goals — 1.2 above expected.

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

Finishing vs expected

expectedactual
COL
5 G · 3.24 xG · +1.8
DAL
4 G · 4.28 xG · -0.3
0123456
Goalies · GSAx (goals saved above expected)
M. BlackwoodCOL
-1.8
S. WedgewoodCOL
+2.0
J. OettingerDAL
-0.8

COL finished +1.8 against expected, DAL -0.3 — S. Wedgewood (COL) saved 2.0 goals above expected.

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

Shot diet

goalsshots
COL
SNAP3/16
SLAP1/14
TIP IN0/5
WRIST0/3
BACKHAND0/1
DEFLECTED0/0
BAT0/1
WRAP AROUND0/0
OTHER0/18
DAL
SNAP4/22
SLAP0/1
TIP IN0/6
WRIST0/3
BACKHAND0/2
DEFLECTED0/2
BAT0/0
WRAP AROUND0/1
OTHER0/12
COL
DAL
Off the rush
4 G on 26 · 2.29 xG
3 G on 26 · 3.33 xG
Off rebounds
0 G on 0 · 0.00 xG
1 G on 3 · 0.53 xG

Snap shots carried the volume: COL went 3-for-16, DAL 4-for-22. COL scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
M. Necas
#88 · C · COL
1 G · 3 A · 5 SOG · 26:55 TOI · +1
N. MacKinnon
#29 · C · COL
1 G · 2 A · 2 SOG · 27:21 TOI · +1
M. Heiskanen
#4 · D · DAL
1 G · 1 A · 2 SOG · 31:46 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • COL stole this one. DAL owned 57% of the xG and lost.
  • COL generated higher-quality looks than the shot total suggests.
  • S. Wedgewood (COL) stopped 2.0 goals above expected.
  • M. Blackwood (COL) gave up 1.8 goals more than expected — well below their workload.
  • DAL generated far more dangerous chances — 0.087 xG/shot vs 0.056. Quality over quantity.
  • DAL was lethal off the rush — 3 goals on 26 rush chances.
  • COL was lethal off the rush — 4 goals on 26 rush chances.
  • DAL created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • S. Wedgewood (COL) saved 4.3 goals above expected — stole the show.
  • COL power play was dominant — 3 PPG on 17 PP shots (1.40 xG).
Before the game — the model's pre-game read
Preview · COL at DAL · 8:00 PM ET

Avalanche at Stars: a genuine coin flip

By the ModelJul 12, 5:44 AMEdited for clarity
Win probability

The model's lean

54%
COL
Model favorite
54%
46%
COL50DAL

COL by 8 points of win probability — a modest lean. Projected score COL 2.72.5 DAL; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season profile · edge from the spine

Tale of the tape

COL← edge
edge →DAL
57.0%5v5 xG%51.0%
57.0%Corsi%47.0%
3.03xGF / 602.36
2.30xGA / 602.29
2.63Goals for / gm2.07
1.56Goals against / gm1.68
1.021PDO — luck, not skill1.024

COL holds 5 of 6 process categories — and PDO (1.021 vs 1.024) says DAL has run hotter.

Source · MoneyPuck season tables · 5v5

The model says 2.7 goals for Colorado, 2.5 for Dallas, with the Avalanche at 54% to win. It's as close to a pick'em as it gets.

Dallas has momentum—10-0-0 in their last ten. But Colorado owns the underlying play by a clear margin. The Avalanche control 57.0% of 5v5 shot attempts (Corsi) and generate 57.0% of expected goals. Dallas manages 47.0% Corsi and 51.0% xG%, meaning Colorado is creating more dangerous looks and dictating the game's geography.

Both teams are running hot on PDO—Colorado at 1.021, Dallas at 1.024—which means both are converting at unsustainable rates. Expect regression from both.

The matchups are straightforward. Artturi Lehkonen drives Colorado's offense at 1.11 xG/60 and has 18 goals to show for it. He's efficient: 14.9% shooting, with 6 of his goals coming from high-danger areas. Ross Colton generates 1.10 xG/60 but shoots just 4.9%, with 1 high-danger goal across 22 points—expect his conversion to climb. Dallas counters with Jason Robertson (25 goals, 0.96 xG/60, 12.4% shooting) and Michael Bunting (0.83 xG/60, 7.6% shooting), though neither has punished their chances at an exceptional rate.

Both teams leave money on the table: Colorado scores on 0% of high-danger chances and generates no rebound goals; Dallas mirrors that inefficiency. That's unsustainable. Whoever tightens the back end—Colorado's Nazem Kadri or Dallas's Tyler Myers, each a known defensive liability—could decide this.

Colorado has better play-driving. Dallas has momentum. That's a toss-up.

Computed danger · scouting

Players to watch

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
DAL
Jason Robertson25G 21A
0.96 xG/60 · 2 HD · 12.4% sh
Michael Bunting8G 14A
0.83 xG/60 · 0 HD · 7.6% sh
Source · MoneyPuck skaters