Backcheck
Recap · EDM at UTA

Oilers run the Mammoth off the ice on the underlying numbers

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

By the ModelJul 12, 8:49 AMxG: xgboost-0.758Edited for clarity
Away
EDM
Edmonton Oilers
5
Home
UTA
Utah Mammoth
2
FINAL
Process vs result

The underlying story

3.95Expected goals2.56
61% share for the better side
26Shot attempts (SOG)18
7High-danger chances4
62Corsi (all attempts)59
Score-adjusted: 48% / 52%
Source · NHL play-by-play · XGBoost xG

K. Vejmelka's breakdown decided this game before the final siren. The Mammoth goalie surrendered 1.63 more goals than expected, turning what could have been competitive into a 5-2 rout. Edmonton's dominance in underlying numbers—61% of expected goals at 5v5 (3.95–2.56)—was even more severe than the scoreline suggested.

The Oilers suffocated Utah through sheer shot quality. Edmonton averaged 0.064 expected goals per shot; Utah managed just 0.043. That gap is the difference between sustained pressure and desperation.

Utah's V. Vanecek provided unexpected cover, saving 1.58 goals above expected despite 10 minutes of work. T. Jarry's +0.56 wasn't comparable, giving Utah the goaltending edge—a small mercy against Edmonton's dominance.

Connor McDavid's wrist shot from the slot proved decisive, arriving late in the third when the outcome was certain. By then, Edmonton's 26 shot attempts to Utah's 18 had already decided the game. The Oilers' 7 high-danger chances to 4 reflected the gap in execution.

Edmonton converted 3 of 21 rush chances. Utah had 3 rebound opportunities and converted none. That's the difference between a team that dictates and one that survives.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
EDM2 / 7 · 2.21 xG
UTA1 / 4 · 0.93 xG
Medium dangermid-range
EDM2 / 8 · 1.01 xG
UTA0 / 10 · 1.10 xG
Low dangerperimeter & point
EDM1 / 47 · 0.73 xG
UTA1 / 45 · 0.53 xG

UTA went 0-for-10 from medium danger on 1.10 expected goals — 1.1 left on the table.

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

Finishing vs expected

expectedactual
EDM
5 G · 3.95 xG · +1.1
UTA
2 G · 2.56 xG · -0.6
0123456
Goalies · GSAx (goals saved above expected)
T. JarryEDM
+0.6
V. VanecekUTA
+1.6
K. VejmelkaUTA
-1.6

EDM finished +1.1 against expected, UTA -0.6 — K. Vejmelka (UTA) allowed 1.6 more goals than expected.

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

Shot diet

goalsshots
EDM
SNAP0/12
WRIST5/15
SLAP0/7
TIP IN0/5
BACKHAND0/2
BAT0/0
POKE0/1
OTHER0/20
UTA
SNAP2/15
WRIST0/5
SLAP0/7
TIP IN0/2
BACKHAND0/2
BAT0/2
POKE0/0
OTHER0/26
EDM
UTA
Off the rush
3 G on 21 · 2.92 xG
1 G on 22 · 1.60 xG
Off rebounds
0 G on 3 · 0.25 xG
0 G on 3 · 0.56 xG

Snap shots carried the volume: EDM went 0-for-12, UTA 2-for-15. EDM scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
E. Bouchard
#2 · D · EDM
0 G · 3 A · 3 SOG · 23:04 TOI · +4
C. McDavid
#97 · C · EDM
2 G · 0 A · 4 SOG · 20:42 TOI · +2
J. Roslovic
#28 · C · EDM
2 G · 0 A · 4 SOG · 15:44 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • V. Vanecek (UTA) stopped 1.6 goals above expected.
  • K. Vejmelka (UTA) gave up 1.6 goals more than expected — well below their workload.
  • EDM had the higher quality looks — 0.064 xG/shot vs 0.043.
  • EDM was lethal off the rush — 3 goals on 21 rush chances.
  • UTA created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • EDM created 3 rebound opportunities (0 converted) — crashing the net effectively.
  • V. Vanecek (UTA) saved 4.0 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · EDM at UTA · 9:30 PM ET

Oilers at Mammoth: a genuine coin flip

By the ModelJul 12, 8:48 AMEdited for clarity
Win probability

The model's lean

53%
UTA
Model favorite
47%
53%
EDM50UTA

UTA by 6 points of win probability — a modest lean. Projected score EDM 2.52.7 UTA; 18% 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 →UTA
52.0%5v5 xG%52.0%
50.0%Corsi%53.0%
2.64xGF / 602.64
2.47xGA / 602.39
2.13Goals for / gm2.26
2.29Goals against / gm1.99
0.982PDO — luck, not skill1.003

UTA holds 5 of 6 process categories — and PDO (0.982 vs 1.003) says UTA has run hotter.

Source · MoneyPuck season tables · 5v5

The models cannot pick a winner. Edmonton and Utah both sit at 52.0% expected goals at five-on-five, yet the Mammoth hold a 53% win probability. The predictive spread—2.5 to 2.7 goals in Utah's favor—is about as close to even odds as projection gets.

Why This Is a Coin Flip

The Oilers are running cold. Over their last 10 games, Edmonton sits at -8 in goal differential—a gap that badly underperforms their underlying production. Their 0.982 PDO betrays the real problem: they're shooting below their expected generation and getting nothing from their goaltending. Regression toward the mean is owed.

Utah controls the ice. The Mammoth's 53.0% Corsi at five-on-five means Edmonton will chase all series; the Oilers respond with 50.0%. Utah's 1.003 PDO—running slightly hot—extends their edge.

The Vejmelka Variable

K. Vejmelka's back-to-back start creates real uncertainty. A backup appearance or fatigued starter tilts toward Edmonton; a full-strength performance extends Utah's advantage.

The Player Matchups

Connor McDavid (0.92 xG/60, 25 goals, 33 assists, five high-danger goals, 13.7% shooting) is Edmonton's lifeline. Zach Hyman (1.23 xG/60, 14 goals, 13 assists, one high-danger goal, 13.0% shooting) generates significant secondary scoring.

Dylan Guenther (1.02 xG/60, 28 goals, 15 assists, three high-danger goals, 16.8% shooting) is Utah's volume machine, built to punish Edmonton's territorial deficit. Daniil But (1.01 xG/60, 2 goals, 2 assists, one high-danger goal, 5.6% shooting) presents an X-factor.

The Defensive Liability

Both teams register 0% high-danger goal rates and 0% rebound conversion—impossible numbers that reveal noise in the sample. Jake Walman (Edmonton) and Maveric Lamoureux (Utah) are the defensive weak points.

Utah's territorial advantage and Edmonton's pending PDO regression offset each other perfectly. This is a genuine coin flip.

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
UTA
Dylan Guenther28G 15A
1.02 xG/60 · 3 HD · 16.8% sh
Daniil But2G 2A
1.01 xG/60 · 1 HD · 5.6% sh
Source · MoneyPuck skaters