Backcheck
Recap · MIN at COL

Wild run the Avalanche off the ice on the underlying numbers

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

By the ModelJul 12, 4:57 AMxG: xgboost-0.758Edited for clarity
Away
MIN
Minnesota Wild
5
Home
COL
Colorado Avalanche
2
FINAL
Process vs result

The underlying story

6.11Expected goals3.56
63% share for the better side
36Shot attempts (SOG)47
7High-danger chances2
64Corsi (all attempts)82
Score-adjusted: 42% / 58%
Source · NHL play-by-play · XGBoost xG

Colorado managed 57% of shot attempts but got buried in the shot quality battle—the Wild held 63% of expected goals (6.11–3.56). That gap between volume and value explains why the 5-2 scoreline was never really in doubt.

The Avalanche's problem wasn't volume; it was danger. High-danger chances favored Minnesota 7–2. When Colorado did generate those looks, they pressed hard: two goals on rush chances, five rebound opportunities generated. None of it mattered. Minnesota was clinical where it counted—3 of 7 high-danger chances converted (43%).

F. Gustavsson was exceptional for Minnesota (44 saves, 0.978 SV%), stopping 2.41 goals above expected. The Wild could afford to win ugly; their chances were legitimate. Minnesota's quality per shot was 0.095 xG; Colorado's was 0.043. When that gap exists, volume stops being a shield.

M. Boldy set the tone early, scoring twice. M. Necas matched him for Colorado but couldn't shift the underlying momentum. N. MacKinnon contributed two assists while playing heavy minutes (23:21), yet the Avalanche still trailed in every metric that matters—expected goals, high-danger opportunities, and quality per attempt.

Colorado underperformed their xG by 1.56 goals; Minnesota underperformed theirs by 1.11. That's variance, but the variance was smaller than the chasm between shot volume and shot value. In this game, Colorado played a numbers game and lost it.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
MIN3 / 7 · 2.92 xG
COL0 / 2 · 0.44 xG
Medium dangermid-range
MIN0 / 23 · 2.50 xG
COL1 / 19 · 1.83 xG
Low dangerperimeter & point
MIN2 / 34 · 0.68 xG
COL1 / 61 · 1.29 xG

MIN went 0-for-23 from medium danger on 2.50 expected goals — 2.5 left on the table.

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

Finishing vs expected

expectedactual
MIN
5 G · 6.11 xG · -1.1
COL
2 G · 3.56 xG · -1.6
01234567
Goalies · GSAx (goals saved above expected)
J. WallstedtMIN
-0.8
F. GustavssonMIN
+2.4
M. BlackwoodCOL
+3.1

MIN finished -1.1 against expected, COL -1.6 — M. Blackwood (COL) saved 3.1 goals above expected.

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

Shot diet

goalsshots
MIN
WRIST4/26
SNAP1/17
SLAP0/3
TIP IN0/4
BACKHAND0/2
DEFLECTED0/0
OTHER0/12
COL
WRIST1/32
SNAP1/12
SLAP0/11
TIP IN0/9
BACKHAND0/2
DEFLECTED0/1
OTHER0/15
MIN
COL
Off the rush
2 G on 29 · 2.45 xG
2 G on 39 · 2.19 xG
Off rebounds
1 G on 6 · 1.07 xG
0 G on 5 · 0.42 xG

Wrist shots carried the volume: MIN went 4-for-26, COL 1-for-32. MIN scored 2 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
M. Boldy
#12 · L · MIN
2 G · 2 A · 10 SOG · 22:42 TOI · +2
M. Necas
#88 · C · COL
2 G · 0 A · 7 SOG · 24:21 TOI
N. MacKinnon
#29 · C · COL
0 G · 2 A · 8 SOG · 23:21 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • COL had the shot volume but the chances weren't dangerous.
  • F. Gustavsson (MIN) stopped 2.4 goals above expected.
  • MIN had the higher quality looks — 0.095 xG/shot vs 0.043.
  • MIN was clinical in the high-danger zone — 3/7 on HD chances (43%).
  • MIN scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • COL was lethal off the rush — 2 goals on 39 rush chances.
  • MIN was lethal off the rush — 2 goals on 29 rush chances.
  • COL created 5 rebound opportunities (0 converted) — crashing the net effectively.
  • MIN created 6 rebound opportunities (1 converted) — crashing the net effectively.
  • COL underperformed xG by 1.6 — wasted quality chances.
Before the game — the model's pre-game read
Preview · MIN at COL · 9:00 PM ET

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

By the ModelJul 12, 4:37 AMEdited for clarity
Win probability

The model's lean

57%
COL
Model favorite
43%
57%
MIN50COL

COL by 14 points of win probability — a modest lean. Projected score MIN 2.42.9 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

MIN← edge
edge →COL
52.0%5v5 xG%57.0%
48.0%Corsi%57.0%
2.55xGF / 603.03
2.40xGA / 602.30
2.04Goals for / gm2.63
1.93Goals against / gm1.56
1.007PDO — luck, not skill1.021

COL holds 6 of 6 process categories — and PDO (1.007 vs 1.021) says COL has run hotter.

Source · MoneyPuck season tables · 5v5

The model favors Colorado at 57% win probability and projects a 2.4–2.9 goal Avalanche victory. The Avalanche control the underlying game: 57.0% expected goals and 57.0% Corsi at 5v5, a structural edge that persists despite a season-long PDO of 1.021 positioned for regression.

Minnesota arrives red-hot (8-1-1 over their last ten), yet their 52.0% xG share and 48.0% Corsi placement reveal the scope of Colorado's territorial dominance. The Wild's 0% high-danger goal rate compounds the problem. Matt Boldy carries the scoring load at 0.89 xG/60 and 22 goals, though his 13.7% shooting rate signals unsustainable variance, while Robby Fabbri's inactivity (likely out) removes secondary depth.

Colorado's recent stretch looks weak—a -5 goal differential over ten games—but that gap masks underlying play. Minnesota's 1.007 PDO versus Colorado's 1.021 means luck will regress toward the mean; when it does, possession dominance takes over. Artturi Lehkonen anchors Colorado's attack at 1.11 xG/60 with 18 goals and 6 high-danger attempts, while Ross Colton's 1.10 xG/60 yields consistent volume across 7 goals.

Both defenses leak high-danger chances. Nazem Kadri and Matt Kiersted staff third-pair depth that offers little reassurance on short-handed defense. Colorado's possession edge survives those vulnerabilities. Take the Avalanche.

Computed danger · scouting

Players to watch

MIN
Matt Boldy22G 18A
0.89 xG/60 · 5 HD · 13.7% sh
Robby Fabbri2G 3A
0.88 xG/60 · 1 HD · 6.9% 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