Backcheck
Recap · COL at VAN

Avalanche steal one from the Canucks against the run of play

The Avalanche stole one. They lost the expected-goals battle 3.52–5.39 and won anyway.

By the ModelJul 11, 3:23 PMxG: xgboost-0.758Edited for clarity
Away
COL
Colorado Avalanche
5
Home
VAN
Vancouver Canucks
4
FINAL / OT
Process vs result

The underlying story

3.52Expected goals5.39
61% share for the better side
32Shot attempts (SOG)33
6High-danger chances8
65Corsi (all attempts)70
Score-adjusted: 46% / 54%
Source · NHL play-by-play · XGBoost xG

The Avalanche won 5-4 in overtime. The Canucks generated 60% of expected goals. Pick one.

Vancouver controlled the shot metrics that matter: 33 to 32 on goal, and a massive edge in expected-goal quality at 0.077 per shot versus Colorado's 0.054. Their eight high-danger chances to Colorado's six told the same story. M. Blackwood (COL) overperformed his xG by 1.39 goals; K. Lankinen (VAN) underperformed by 1.48. This was a heist.

N. MacKinnon (COL) finished with 2G, 3A in 20:03, and #8 C. Makar (COL) contributed 2A in 27:34. #62 A. Lehkonen (COL) scored twice in 17:40. Gavin Brindley's poke from the slot at 01:08 of overtime — the turning point — capped a night where Colorado's conversion rate defied the underlying play.

Vancouver's rush game generated three goals on 33 chances; Colorado matched that on 30. On rebound opportunities, Colorado converted two of four while Vancouver converted one of seven. The efficiency gap tightened at the extremes, but the possession picture remained lopsided.

Colorado's power play was the outlier that mattered: 2 PPG on 6 PP shots (0.51 xG). That's lethal, and it's where the game tilted. The Canucks' 51% on shot attempts wasn't enough to overcome a night when their goalie couldn't match the opportunities they created and their opponent could.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
COL1 / 6 · 1.42 xG
VAN2 / 8 · 2.18 xG
Medium dangermid-range
COL3 / 13 · 1.33 xG
VAN2 / 21 · 2.52 xG
Low dangerperimeter & point
COL1 / 46 · 0.78 xG
VAN0 / 41 · 0.70 xG

COL went 3-for-13 from medium danger on 1.33 expected goals — 1.7 above expected.

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

Finishing vs expected

expectedactual
COL
5 G · 3.52 xG · +1.5
VAN
4 G · 5.39 xG · -1.4
0123456
Goalies · GSAx (goals saved above expected)
M. BlackwoodCOL
+1.4
K. LankinenVAN
-1.5

COL finished +1.5 against expected, VAN -1.4 — K. Lankinen (VAN) allowed 1.5 more goals than expected.

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

Shot diet

goalsshots
COL
WRIST1/26
SNAP2/2
TIP IN1/7
SLAP0/7
BACKHAND0/1
DEFLECTED0/2
POKE1/1
OTHER0/19
VAN
WRIST1/29
SNAP1/11
TIP IN1/5
SLAP0/2
BACKHAND1/6
DEFLECTED0/1
POKE0/1
OTHER0/15
COL
VAN
Off the rush
3 G on 30 · 1.68 xG
3 G on 33 · 3.07 xG
Off rebounds
2 G on 4 · 0.73 xG
1 G on 7 · 1.18 xG

Wrist shots carried the volume: COL went 1-for-26, VAN 1-for-29. COL scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
N. MacKinnon
#29 · C · COL
2 G · 3 A · 4 SOG · 20:03 TOI
C. Makar
#8 · D · COL
0 G · 2 A · 3 SOG · 27:34 TOI · -2
A. Lehkonen
#62 · L · COL
2 G · 0 A · 4 SOG · 17:40 TOI · -1
Ranked from the box score — points first · Backcheck
What the model flagged
  • COL stole this one. VAN owned 61% of the xG and lost.
  • COL generated higher-quality looks than the shot total suggests.
  • M. Blackwood (COL) stopped 1.4 goals above expected.
  • K. Lankinen (VAN) gave up 1.5 goals more than expected — well below their workload.
  • VAN generated far more dangerous chances — 0.077 xG/shot vs 0.054. Quality over quantity.
  • VAN was lethal off the rush — 3 goals on 33 rush chances.
  • COL was lethal off the rush — 3 goals on 30 rush chances.
  • VAN created 7 rebound opportunities (1 converted) — crashing the net effectively.
  • COL created 4 rebound opportunities (2 converted) — crashing the net effectively.
  • COL power play was dominant — 2 PPG on 6 PP shots (0.51 xG).
Before the game — the model's pre-game read
Preview · COL at VAN · 10:00 PM ET

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

By the ModelJul 11, 3:21 PMEdited for clarity
Win probability

The model's lean

59%
COL
Model favorite
59%
41%
COL50VAN

COL by 18 points of win probability — a clear lean. Projected score COL 2.92.4 VAN; 17% 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 →VAN
57.0%5v5 xG%44.0%
57.0%Corsi%46.0%
3.03xGF / 602.22
2.30xGA / 602.81
2.63Goals for / gm1.60
1.56Goals against / gm2.56
1.021PDO — luck, not skill0.974

COL holds 6 of 6 process categories — and PDO (1.021 vs 0.974) says COL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.9–2.4 Avalanche win with Colorado at 59% win probability. The underlying story is cleaner than the scoreline suggests.

Colorado owns the five-on-five play by a wide margin. The Avalanche generate 57.0% expected goals and control 57.0% of shot attempts, while Vancouver sits at 44.0% and 46.0% respectively. Colorado will dominate possession; Vancouver will chase.

Form reinforces the gap. Colorado is 5–1–4 over its last ten games, riding a points pace near the league's top. Vancouver has cratered to minus-10 goal differential in the same stretch—both bad luck and underperformance.

But here's the regression risk. Colorado's PDO is 1.021, meaning they're outscoring xG by nearly 2 percent—running hot and unsustainable. Vancouver sits at 0.974, suggesting positive regression is due. Close this gap even slightly and Colorado's 59 percent win probability tightens fast.

On personnel, Colorado's edges are clear. Artturi Lehkonen drives 1.11 expected goals per 60 minutes with 18 goals, 22 assists, and 6 high-danger goals at a 14.9 percent shooting rate. Ross Colton backs him at 1.10 xG/60, 7 goals, and 15 assists, but his 4.9 percent shooting rate suggests regression could swing production either direction.

Vancouver's attack centers on Drew O'Connor and Filip Chytil. O'Connor has 13 goals and 11 assists from 0.85 xG/60 at 11.8 percent shooting. Chytil generates 1.03 xG/60 with 3 goals, 0 assists, and 15.0 percent shooting—purely a finisher. Defensively, Victor Mancini needs to tighten his game; Colorado must watch Nazem Kadri's positioning.

The Avalanche are the clear choice, but their hot PDO is the only thing standing between a dominant spread and something in the mid-threes. Value hunters might wait for Colorado's regression before pulling the trigger.

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
VAN
Filip Chytil3G 0A
1.03 xG/60 · 1 HD · 15.0% sh
Drew O'Connor13G 11A
0.85 xG/60 · 3 HD · 11.8% sh
Source · MoneyPuck skaters