Motion-blurred skater in a Colorado Avalanche sweater
Breakdown · COL at DAL

Avalanche edge the Stars in a shootout

The verdict · stolen

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

COL 5 · DAL 4
◆ By the ModelJul 12, 5:46 AMxG: xgboost-0.758Edited for clarityDrafted from NHL play-by-play by Backcheck's model, worded for clarity by an AI editor that may not change a number. Nobody at Backcheck was at the rink. How this works

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.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · SO · Mar 6
COL
5
DAL
4

Avalanche edge the Stars in a shootout

Chances 3.2 – 4.3Did they deserve it? →
Did they deserve it?

The Stars deserved better.

Expected goals · chance value
COL
3.24
DAL
4.28
43% of the chances57%

The board read COL 5, DAL 4. The chances read COL 3.2, DAL 4.3.

Our xG model · NHL play-by-play · all situations
Luck check
COL
+1.8
goals above expected
COL3.24 expected · 5 scored
Expected
Scored
DAL4.28 expected · 4 scored
Expected
Scored

The Avalanche scored 1.8 more than their chances were worth. That does not repeat.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 03:33COLC. MakarPP1–0
  2. P1 07:11DALM. HeiskanenPP1–1
  3. P1 10:39DALW. Johnston1–2
  4. P1 16:07DALJ. Hryckowian1–3
  5. P1 19:58COLN. MacKinnonPP2–3
  6. P2 01:52DALJ. Benn2–4
  7. P2 08:06COLM. Necas3–4
+3 more on the full breakdown
NHL play-by-play · chance value from our xG model
Where the shots came from
COL
42 shots
6
Final
81 shots
DAL
39 shots
4
COL attackDAL attack
COL DAL Goal

Shootout goals are not shots and are not drawn; the scoreboard above counts goals from the shot log.

42
shots · 6 in
39
shots · 4 in
Every unblocked shot · press play to replay it
Chances by danger
COLDAL
0 / 3
0.82 xG
High danger
1 / 8
2.14 xG
3 / 19
1.86 xG
Medium
3 / 17
1.80 xG
1 / 36
0.57 xG
Low
0 / 24
0.34 xG

High-danger looks: COL 0 of 3, DAL 1 of 8.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A+
S. Wedgewood
+4.3
COL · 10/10
B
M. Blackwood
+0.3
COL · 7/11
+1 more on the full breakdown
The numbers, checked
BACKCHECK

Avalanche edge the Stars in a shootout

A model, not a newsroom. Every number on these frames comes from the NHL's play-by-play and our own models. Nothing was watched, guessed or heard from anyone.

Read the full breakdown
backcheckreport.com
01 / 08 · Final
Every goal, in order

How it happened

NHL play-by-play
1stshots 11–10
  1. 03:33COLC. Makarpower play(N. MacKinnon, M. Necas)1–0
  2. 07:11DALM. Heiskanenpower play(J. Robertson, W. Johnston)1–1
  3. 10:39DALW. Johnston(M. Heiskanen, J. Robertson)1–2
  4. 16:07DALJ. Hryckowian(M. Bourque)1–3
  5. 19:58COLN. MacKinnonpower play(M. Necas, C. Makar)2–3
2ndshots 9–6
  1. 01:52DALJ. Benn(J. Hryckowian, M. Bourque)2–4
  2. 08:06COLM. Necas(N. MacKinnon, G. Landeskog)3–4
3rdshots 7–3
  1. 19:45COLV. Nichushkinpower play(M. Necas, B. Nelson)4–4
OTshots 2–2no goals
    SO
    1. 00:00COLV. Nichushkinpower play4–4
    2. 00:00COLM. Necaspower play4–4

    score reads COL–DAL

    Source · NHL play-by-play (api-web.nhle.com)
    Process vs result

    The numbers

    XGBoost xG · NHL play-by-play
    3.24
    COL chances
    Goals their shots were worth
    +1.8
    Finishing
    Goals above what those chances were worth
    0.987
    COL puck luck
    About 1.000 — a normal night for bounces
    54.2%
    Shot attempts
    Over half — they had the puck more
    Split by club

    Who controlled the game

    3.24Expected goals4.28
    DAL 57% of the chance quality
    29Shots on goal21
    3High-danger chances8
    58All attempts (Corsi)49
    Adjusted for score: COL 58% · DAL 42%
    Faceoffs · DAL won44%off35%neu73%def
    Source · NHL play-by-play · XGBoost xG
    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

    COL finished +1.8 against expected, DAL -0.3.

    Source · Backcheck xG model
    Shot types · rush and rebound chancesopen +
    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
    New to these numbers?

    Two things happened in this game: who created the better chances, and who put the puck in the net. They are not the same thing, and this page separates them on purpose.

    The one to watch is expected goals— the best single read on who deserved to win. When it disagrees with the scoreboard, that disagreement is usually the story. Nothing here is a projection; every figure is computed from this game's play-by-play. Full glossary →

    xG
    Expected goals. Every shot scored by how often that exact look goes in. 2.5 xG means the chances were worth about two and a half goals.
    HD
    High-danger chances — shots from the slot and the crease, where shots actually become goals.
    Corsi
    Every shot attempt, including the ones that missed or got blocked. A rough read on who had the puck.
    Adj.
    Score-adjusted. Teams that trail shoot more and teams that lead sit back, so this corrects the attempt count for the scoreboard.
    GSAx
    Goals saved above expected. A positive number means the goalie stopped more than an average goalie would have on those shots.
    PDO
    Shooting % plus save % — a luck gauge. It sits near 1.000 over a season, so a game far from it usually means the bounces decided it.
    Shot by shot

    In the net

    Graded on goals saved above expected
    M. Blackwood
    COL · 7/11 · .636
    +0.3
    saved above expected
    B
    the night
    By dangerG/attxGsaved
    High danger1/82.1+1.1
    Medium3/171.8-1.2
    Low0/240.3+0.3

    A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

    S. Wedgewood
    COL · 10/10 · 1.000
    +4.3
    saved above expected
    A+
    the night
    By dangerG/attxGsaved
    High danger1/82.1+1.1
    Medium3/171.8-1.2
    Low0/240.3+0.3

    A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

    J. Oettinger
    DAL · 25/29 · .862
    -0.8
    saved above expected
    D-
    the night
    By dangerG/attxGsaved
    High danger0/30.8+0.8
    Medium3/191.9-1.1
    Low1/360.6-0.4

    A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

    81 shots · press play to watch the game back

    Where the shots came from

    NHL play-by-play coordinates
    COL
    42 shots
    6
    Final
    81 shots
    DAL
    39 shots
    4
    COL attackDAL attack
    COL DAL Goal

    Shootout goals are not shots and are not drawn; the scoreboard above counts goals from the shot log.

    Each club shoots toward its own end — COL left, DAL right — the way you would watch it. A dot's size is how dangerous the look was, from distance and angle; it is a proxy for shot quality, not the xG model the article is written from. Hover a dot for the shooter and the clock.

    Ranked from the box score

    Three stars

    Points first
    Three stars · computed, not voted
    M. Necas
    #88 · C · COL
    1 G · 3 A · 5 SOG · 26:55 on ice · +1
    N. MacKinnon
    #29 · C · COL
    1 G · 2 A · 2 SOG · 27:21 on ice · +1
    M. Heiskanen
    #4 · D · DAL
    1 G · 1 A · 2 SOG · 31:46 on ice · +1
    Ranked from the box score — points first · Backcheck
    What the model said beforehand

    Before the game

    Written Fri, Mar 6
    Open the pre-game read
    Written from the numbers

    The read

    Edited for clarity
    ◆ By the ModelJul 12, 5:44 AMEdited for clarityDrafted from NHL play-by-play by Backcheck's model, worded for clarity by an AI editor that may not change a number. Nobody at Backcheck was at the rink. How this works

    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.

    What the model said beforehand

    The model's lean

    COL 54%
    54%
    COL
    Model favorite
    54%
    46%
    COL50DAL

    COL by 8 points of win probability — a modest lean. Projected score COL 2.7–2.5 DAL; 18% chance it's tied after 60.

    Source · Backcheck Poisson projection · season scoring rates
    Season rates · 5v5

    Tale of the tape

    NHL stats API · our xG
    COL← edge
    edge →DAL
    57.0%51.0%
    57.0%47.0%
    3.032.36
    2.302.29
    2.632.07
    1.561.68
    1.0211.024

    COL holds 5 of 6 process categories — and the luck row (1.021 vs 1.024) says DAL has been getting the bounces, which tends not to last.

    Source · NHL stats API + our xG · 5v5
    Form · Last 10
    COL
    6-4-0
    +5 GD · 2d rest
    DAL
    10-0-0
    +20 GD · 2d rest
    1.021
    COL PDO
    Luck gauge · drifts to 1.000
    1.024
    DAL PDO
    Luck gauge · drifts to 1.000
    What decides it

    Keys to the game

    Where the edges live
    • The Avalanche own the underlying play — 57.0% 5v5 xG vs 51.0%.
    • The Avalanche drive Corsi at 57.0% — expect territorial tilt.
    Regression watch
    • The Stars' PDO is 1.024 — running hot, expect some regression.
    • The Avalanche's PDO is 1.021 — running hot, expect some regression.
    Things to watch
    • The Avalanche own the underlying play — 57.0% 5v5 xG vs 51.0%.
    • The Avalanche drive Corsi at 57.0% — expect territorial tilt.
    • The Stars are the hotter team by points pace (10-0-0 in their last 10).
    • The Stars' PDO is 1.024 — running hot, expect some regression.
    Last game's lineup · confirmed at warm-up

    Lineups

    NHL box score
    COL
    Expected in goal
    S. Wedgewood
    2 days rest.964 last start
    Backup Scott Wedgewood · +23.1 GSAx this season

    No completed game on file for this club yet.

    DAL
    Expected in goal
    C. DeSmith
    2 days rest.952 last start
    Backup Jake Oettinger · +5.7 GSAx this season

    No completed game on file for this club yet.

    Lineups are the players who dressed in each club's last game, with their minutes; clubs confirm tonight's at warm-up. Every player this preview names was in that lineup.

    Computed danger · scouting

    Players to watch

    NHL stats API · our xG
    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
    Keep going

    Where to next