Backcheck
Recap · OTT at COL

Avalanche pull away from the Senators

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

By the ModelJul 11, 11:59 PMxG: xgboost-0.758Edited for clarity
Away
OTT
Ottawa Senators
2
Home
COL
Colorado Avalanche
8
FINAL
Process vs result

The underlying story

2.60Expected goals3.24
56% share for the better side
31Shot attempts (SOG)34
4High-danger chances7
66Corsi (all attempts)63
Score-adjusted: 57% / 43%
Source · NHL play-by-play · XGBoost xG

Colorado won 8-2, but expected goals said barely half a goal of advantage: 3.24 to 2.60. The Avalanche overperformed their xG model by 4.76 goals—a chasm between scoreboard and prediction.

The underlying play favored Colorado but not decisively. They held 52% of shot attempts and won high-danger chances 7–4. Their shot quality mattered: 0.051 xG per shot versus Ottawa's 0.039, a clear edge in converting attempts to dangerous chances. But goaltending tilted everything. S. Wedgewood (29/31, 0.935 SV%) played to expectation. M. Sogaard (11/16, 0.688 SV%) collapsed—3.47 goals worse than expected. L. Meriläinen (15/18, 0.833 SV%) was 1.28 under expected.

That's where the game was won. Colorado scored five low-danger goals, shots goaltenders should stop, plus six more on the rush from 28 attempts. Ottawa crashed the net on five rebound chances and converted zero. Colorado crashed on three and converted zero. Volume and finishing on marginal opportunities decided the blowout.

The power play was secondary: two goals on 15 shots, 1.47 expected goals. Dominant but not decisive.

By the numbers: Colorado played well, Sogaard imploded, and Colorado buried chances that barely register in the model. The 6-goal gap is where underlying metrics and results diverged.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
OTT1 / 4 · 1.00 xG
COL1 / 7 · 1.54 xG
Medium dangermid-range
OTT0 / 10 · 0.96 xG
COL2 / 11 · 1.01 xG
Low dangerperimeter & point
OTT1 / 52 · 0.64 xG
COL5 / 45 · 0.69 xG

COL went 5-for-45 from low danger on 0.69 expected goals — 4.3 above expected.

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

Finishing vs expected

expectedactual
OTT
2 G · 2.60 xG · -0.6
COL
8 G · 3.24 xG · +4.8
0123456789
Goalies · GSAx (goals saved above expected)
L. MeriläinenOTT
-1.3
M. SogaardOTT
-3.5
S. WedgewoodCOL
+0.6

OTT finished -0.6 against expected, COL +4.8 — M. Sogaard (OTT) allowed 3.5 more goals than expected.

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

Shot diet

goalsshots
OTT
WRIST1/20
SNAP1/9
SLAP0/4
BACKHAND0/7
TIP IN0/1
DEFLECTED0/1
OTHER0/24
COL
WRIST4/25
SNAP0/6
SLAP4/11
BACKHAND0/1
TIP IN0/4
DEFLECTED0/0
OTHER0/16
OTT
COL
Off the rush
1 G on 21 · 1.50 xG
6 G on 28 · 2.40 xG
Off rebounds
0 G on 5 · 0.51 xG
0 G on 3 · 0.43 xG

Wrist shots carried the volume: OTT went 1-for-20, COL 4-for-25. COL scored 6 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Manson
#42 · D · COL
2 G · 2 A · 5 SOG · 19:25 TOI · +5
N. MacKinnon
#29 · C · COL
1 G · 3 A · 5 SOG · 17:14 TOI
C. Makar
#8 · D · COL
1 G · 2 A · 1 SOG · 19:50 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • L. Meriläinen (OTT) gave up 1.3 goals more than expected — well below their workload.
  • COL generated far more dangerous chances — 0.051 xG/shot vs 0.039. Quality over quantity.
  • COL scored 5 goals from low-danger spots — the opposing goalie needs to have those.
  • COL was lethal off the rush — 6 goals on 28 rush chances.
  • COL created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • OTT created 5 rebound opportunities (0 converted) — crashing the net effectively.
  • COL outperformed their expected goals by 4.8 — elite finishing or lucky bounces.
  • COL power play was dominant — 2 PPG on 15 PP shots (1.47 xG).
Before the game — the model's pre-game read
Preview · OTT at COL · 9:00 PM ET

Senators at Avalanche: a genuine coin flip

By the ModelJul 11, 11:57 PMEdited for clarity
Win probability

The model's lean

54%
COL
Model favorite
46%
54%
OTT50COL

COL by 8 points of win probability — a modest lean. Projected score OTT 2.52.7 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

OTT← edge
edge →COL
56.0%5v5 xG%57.0%
53.0%Corsi%57.0%
2.66xGF / 603.03
2.12xGA / 602.30
2.18Goals for / gm2.63
1.99Goals against / gm1.56
0.993PDO — luck, not skill1.021

COL holds 5 of 6 process categories — and PDO (0.993 vs 1.021) says COL has run hotter.

Source · MoneyPuck season tables · 5v5

Models project this as a 2.5–2.7 goal game with Colorado at 54% win probability—genuine toss-up territory.

The underlying metrics explain the stalemate. Ottawa owns 56.0% expected goals and 53.0% Corsi; Colorado counters with 57.0% in both. Neither team has pulled decisively ahead at even strength. The gap lies in execution: Colorado's PDO of 1.021 means they're running hot and facing regression, while Ottawa's 0.993 suggests untapped upside if finishing normalizes.

Colorado's Corsi advantage (57.0%) guarantees a territorial tilt, but it hasn't yet produced the xG gap that would make them clear favorites. Ottawa can blunt that zone time by limiting high-danger chances. Neither team scores from rebounds or scrambles—both sit at 0%—so this matchup hinges on quality finishes, not chaos.

The goaltending factor: S. Wedgewood's back-to-back could mean a backup start or an exhausted starter. Fatigue compounds the scoring variance already embedded in close games.

Colorado's attack centers on Artturi Lehkonen (1.11 xG/60, 18 goals, 6 high-danger goals at 14.9% shooting). That finishing rate won't hold, but his high-danger output signals genuine quality. Ross Colton (1.10 xG/60, 7 goals, 1 high-danger goal, 4.9% shooting) underperforms his chances—Colorado's inverse problem.

Ottawa counters with Brady Tkachuk (1.19 xG/60, 11 goals, 2 high-danger goals at 7.5% shooting), generating elite volume while underperforming, leaving room to run. Dylan Cozens (1.00 xG/60, 13 goals, 1 high-danger goal, 9.5% shooting) profiles as steadier—hitting his expected value.

Defensively, Nick Jensen (Ottawa) and Nazem Kadri (Colorado) become liabilities under sustained forechecking pressure. In tight games, those breakdowns cascade.

Colorado owns the territorial edge and the hot hand, but neither advantage is large enough to overcome the variance inherent in close, even hockey. That's why 54% feels right.

Computed danger · scouting

Players to watch

OTT
Brady Tkachuk11G 20A
1.19 xG/60 · 2 HD · 7.5% sh
Dylan Cozens13G 15A
1.00 xG/60 · 1 HD · 9.5% 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