Backcheck
Recap · EDM at COL

Oilers hold off the Avalanche

The Oilers won a genuine coin flip — neither side controlled the run of play.

By the ModelJul 12, 6:40 AMxG: xgboost-0.758Edited for clarity
Away
EDM
Edmonton Oilers
4
Home
COL
Colorado Avalanche
3
FINAL
Process vs result

The underlying story

3.25Expected goals3.52
52% share for the better side
24Shot attempts (SOG)30
5High-danger chances6
46Corsi (all attempts)71
Score-adjusted: 38% / 62%
Source · NHL play-by-play · XGBoost xG

The Oilers won 4–3 despite the Avalanche controlling the game. Colorado dominated shot attempts (56%) and expected goals (3.52–3.25), but Edmonton's goaltending and finishing made the difference.

The divergence was stark. The Avalanche generated more chances of better quality—0.071 expected goals per shot versus Edmonton's 0.050—yet scored fewer goals. This is a game Colorado should have won on the numbers.

T. Jarry stole this one. The Oilers' primary starter (11 saves, 0.917 SV%) was perfect on high-danger chances: 100% save percentage on six HD shots. By the model's measure, he saved 2.5 goals above expected. That's a wall.

The Avalanche, meanwhile, shot themselves in the foot. They generated six high-danger chances and converted zero. Low-danger opportunities went two ways—Colorado buried two from that range—but those aren't wins the data rewards. M. Blackwood allowed 0.75 goals above expected, getting no help from his defense when it mattered most.

Edmonton's efficiency told the story. Two of five high-danger chances converted—exactly 40% of the looks they got. Colorado created four rebound chances, crashed the net effectively, and got nothing. That's execution under pressure, the kind that decides playoff-caliber games.

There was a turning point: Connor McDavid's snap shot from the slot (P3, 09:03). One moment, one decision, and the game's momentum shifted. McDavid finished with a goal and an assist. E. Bouchard added two assists; L. Draisaitl collected two as well.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
EDM2 / 5 · 1.11 xG
COL0 / 6 · 1.33 xG
Medium dangermid-range
EDM2 / 14 · 1.64 xG
COL1 / 13 · 1.38 xG
Low dangerperimeter & point
EDM0 / 27 · 0.50 xG
COL2 / 52 · 0.80 xG

COL went 0-for-6 from high danger on 1.33 expected goals — 1.3 left on the table.

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

Finishing vs expected

expectedactual
EDM
4 G · 3.25 xG · +0.8
COL
3 G · 3.52 xG · -0.5
012345
Goalies · GSAx (goals saved above expected)
T. JarryEDM
+0.4
C. IngramEDM
+0.1
M. BlackwoodCOL
-0.8

EDM finished +0.8 against expected, COL -0.5 — M. Blackwood (COL) allowed 0.8 more goals than expected.

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

Shot diet

goalsshots
EDM
WRIST1/20
SNAP2/8
TIP IN1/1
SLAP0/3
BACKHAND0/4
POKE0/1
DEFLECTED0/0
OTHER0/9
COL
WRIST2/23
SNAP0/7
TIP IN1/8
SLAP0/5
BACKHAND0/1
POKE0/0
DEFLECTED0/1
OTHER0/26
EDM
COL
Off the rush
4 G on 28 · 2.56 xG
1 G on 31 · 2.34 xG
Off rebounds
0 G on 1 · 0.13 xG
0 G on 4 · 0.66 xG

Wrist shots carried the volume: EDM went 1-for-20, COL 2-for-23. EDM scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
E. Bouchard
#2 · D · EDM
0 G · 2 A · 4 SOG · 27:21 TOI · +2
C. McDavid
#97 · C · EDM
1 G · 1 A · 5 SOG · 23:57 TOI · +1
L. Draisaitl
#29 · C · EDM
0 G · 2 A · 5 SOG · 22:51 TOI · -1
Ranked from the box score — points first · Backcheck
What the model flagged
  • EDM had the higher quality looks — 0.071 xG/shot vs 0.050.
  • COL couldn't convert — 0/6 on high-danger chances. That won't happen often.
  • EDM was clinical in the high-danger zone — 2/5 on HD chances (40%).
  • COL scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • EDM was lethal off the rush — 4 goals on 28 rush chances.
  • COL created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • T. Jarry (EDM) saved 2.5 goals above expected — stole the show.
  • T. Jarry was a wall on HD chances — 100% SV on 6 high-danger shots.
Before the game — the model's pre-game read
Preview · EDM at COL · 10:00 PM ET

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

By the ModelJul 12, 6:38 AMEdited for clarity
Win probability

The model's lean

57%
COL
Model favorite
43%
57%
EDM50COL

COL by 14 points of win probability — a modest lean. Projected score EDM 2.52.9 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

EDM← edge
edge →COL
52.0%5v5 xG%57.0%
50.0%Corsi%57.0%
2.64xGF / 603.03
2.47xGA / 602.30
2.13Goals for / gm2.63
2.29Goals against / gm1.56
0.982PDO — luck, not skill1.021

COL holds 6 of 6 process categories — and PDO (0.982 vs 1.021) says COL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.5-2.9 Avalanche victory with Colorado holding 57% win probability. This lean rests on superior underlying play and looming statistical regression.

Colorado dominates at five-on-five: 57.0% expected goals against Edmonton's 52.0%, a 5-point edge that reflects territorial control. Corsi mirrors it—57.0% for Colorado, 50.0% for Edmonton. The Avalanche will dictate possession.

The complication is PDO regression. Colorado's 1.021 PDO runs hot, banking bounces and shooting efficiency that historically mean-revert. Edmonton's 0.982 PDO runs cold. Expect Colorado's edge to compress as Edmonton's underlying luck improves.

Zach Hyman anchors Edmonton's offense at 1.23 expected goals per 60 minutes, producing 14 goals and 13 assists with 1 high-danger goal. His 13.0% shooting rate indicates genuine finishing prowess. Connor McDavid's 0.92 xG/60 is lower—a volume difference—yet he converted it into 25 goals with a 13.7% shot rate and 5 high-danger tallies. His efficiency remains elite.

Colorado counters with Artturi Lehkonen at 1.11 xG/60. He has 18 goals and 22 assists with 6 high-danger goals at 14.9% shooting, signaling dangerous finishing. Ross Colton operates at 1.10 xG/60 with 7 goals and 15 assists; his 4.9% shooting rate suggests positive regression ahead.

Structurally, Jake Walman is Edmonton's defensive liability, while Nazem Kadri fills that role for Colorado. Colorado's territorial dominance means Edmonton defends more frequently—a structural disadvantage when territory controls play.

The model's thesis: underlying dominance survives PDO normalization. History suggests it usually does.

Computed danger · scouting

Players to watch

EDM
Zach Hyman14G 13A
1.23 xG/60 · 1 HD · 13.0% sh
Connor McDavid25G 33A
0.92 xG/60 · 5 HD · 13.7% 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