Backcheck
Recap · WPG at COL

Jets run the Avalanche off the ice on the underlying numbers

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

By the ModelJul 12, 9:35 AMxG: xgboost-0.758Edited for clarity
Away
WPG
Winnipeg Jets
4
Home
COL
Colorado Avalanche
2
FINAL
Process vs result

The underlying story

3.42Expected goals1.89
64% share for the better side
21Shot attempts (SOG)23
3High-danger chances1
48Corsi (all attempts)56
Score-adjusted: 44% / 56%
Source · NHL play-by-play · XGBoost xG

Colorado shot more, Winnipeg converted more—and the expected goals margin (3.42–1.89) is why. The Avalanche held 52% of shot attempts but generated only 36% of expected goals. That's the scoreboard's complaint: 4–2 to the Jets was the inevitable conclusion of this 64–36 quality split.

The gap isn't about volume. Colorado landed 23 shot attempts to Winnipeg's 21. Conversion quality separated them: the Jets averaged 0.071 expected goals per shot; the Avalanche, 0.034. Winnipeg's looks came from dangerous areas. Colorado's did not.

High-danger chances went 3–1 to Winnipeg. Both teams scored twice from low-danger spots—opportunities the opposing goalie should have stopped—but Winnipeg's margin came from the rush: three goals on 20 chances, compared to Colorado's two on 21.

C. Hellebuyck (21/23, 0.913 SV%) and M. Blackwood (17/20, 0.850 SV%) faced imbalanced circumstances. One got high-quality looks; the other did not. The save percentage gap—0.913 to 0.850—mirrors the underlying game. That's not a goalie failure. That's the math of dominance.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WPG2 / 3 · 1.56 xG
COL0 / 1 · 0.22 xG
Medium dangermid-range
WPG0 / 13 · 1.50 xG
COL0 / 9 · 1.18 xG
Low dangerperimeter & point
WPG2 / 32 · 0.37 xG
COL2 / 46 · 0.49 xG

WPG went 2-for-32 from low danger on 0.37 expected goals — 1.6 above expected.

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

Finishing vs expected

expectedactual
WPG
4 G · 3.42 xG · +0.6
COL
2 G · 1.89 xG · +0.1
012345
Goalies · GSAx (goals saved above expected)
C. HellebuyckWPG
-0.1
M. BlackwoodCOL
+0.4

WPG finished +0.6 against expected, COL +0.1 — M. Blackwood (COL) saved 0.4 goals above expected.

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

Shot diet

goalsshots
WPG
WRIST2/18
SNAP0/5
TIP IN2/4
SLAP0/2
BACKHAND0/2
BAT0/1
POKE0/0
OTHER0/16
COL
WRIST0/17
SNAP0/5
TIP IN2/6
SLAP0/5
BACKHAND0/0
BAT0/0
POKE0/1
OTHER0/22
WPG
COL
Off the rush
3 G on 20 · 1.76 xG
2 G on 21 · 1.57 xG
Off rebounds
0 G on 3 · 0.35 xG
0 G on 0 · 0.00 xG

Wrist shots carried the volume: WPG went 2-for-18, COL 0-for-17. WPG scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
G. Vilardi
#13 · C · WPG
1 G · 1 A · 4 SOG · 20:05 TOI · +2
C. Makar
#8 · D · COL
0 G · 1 A · 3 SOG · 26:37 TOI · -3
D. Samberg
#54 · D · WPG
0 G · 1 A · 0 SOG · 24:19 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • COL had the shot volume but the chances weren't dangerous.
  • WPG had the higher quality looks — 0.071 xG/shot vs 0.034.
  • COL scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • WPG scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • COL was lethal off the rush — 2 goals on 21 rush chances.
  • WPG was lethal off the rush — 3 goals on 20 rush chances.
  • WPG created 3 rebound opportunities (0 converted) — crashing the net effectively.
Before the game — the model's pre-game read
Preview · WPG at COL · 7:00 PM ET

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

By the ModelJul 12, 9:20 AMEdited for clarity
Win probability

The model's lean

60%
COL
Model favorite
40%
60%
WPG50COL

COL by 20 points of win probability — a clear lean. Projected score WPG 2.32.9 COL; 17% chance it's tied after 60.

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

Tale of the tape

WPG← edge
edge →COL
48.0%5v5 xG%57.0%
49.0%Corsi%57.0%
2.34xGF / 603.03
2.55xGA / 602.30
1.90Goals for / gm2.63
2.10Goals against / gm1.56
0.998PDO — luck, not skill1.021

COL holds 6 of 6 process categories — and PDO (0.998 vs 1.021) says COL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a WPG 2.3 - 2.9 COL game with the Avalanche at 60% win probability. Colorado owns the matchup on the underlying metrics that predict outcomes.

In 5v5 play, the Avalanche generate 57.0% of expected goals to Winnipeg's 48.0%. That gap matters: territory converts to chances. Colorado's 57.0% Corsi share reinforces the pattern—they control possession and should dictate play.

There's a caveat. Colorado's 1.021 PDO means they're converting at rates that regress toward league average. Winnipeg sits at 0.998, closer to that midline. If Colorado's shooting luck dries up even slightly, that 60% edge contracts.

The Jets are wounded recently. They're underwater by 7 goals over their last 10 games, a deficit that reflects both results and underlying play. That context makes Colorado's advantage steeper, though Winnipeg's underlying numbers (48.0% xG, 49.0% Corsi) suggest the team can compete when healthy.

Goaltending adds noise: M. Blackwood works on a back-to-back, as does C. Hellebuyck. Either could see a backup deployed, or face fatigue in a must-execute spot. If starters play, both teams get a worn option—an edge to neither side.

Three Stars

  • Artturi Lehkonen (Avalanche) — 1.11 xG/60, 18G 22A, 6 high-danger goals, 14.9% shooting
  • Nino Niederreiter (Jets) — 0.87 xG/60, 6G 6A, 3 high-danger goals, 8.6% shooting
  • Kyle Connor (Jets) — 0.83 xG/60, 25G 30A, 2 high-danger goals, 13.0% shooting

Lehkonen carries the load for Colorado; the team leans on his 1.11 xG/60 rate and prolific finishing. Niederreiter is Winnipeg's best secondary outlet at even strength, though the volume trails the Avalanche's attack. Connor's goal total (25) masks his underlying rate—he's efficient in finishing but not generating chances at the same clip as the top Avalanche producers. Ross Colton (1.10 xG/60, 7G 15A) presents another scoring avenue for Colorado if the game tightens.

The model's lean is sound. Expect Colorado to outshoot, out-drive play, and control the space. The PDO risk is real but secondary—regression alone doesn't flip a 60% favorite.

Computed danger · scouting

Players to watch

WPG
Nino Niederreiter6G 6A
0.87 xG/60 · 3 HD · 8.6% sh
Kyle Connor25G 30A
0.83 xG/60 · 2 HD · 13.0% 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