Backcheck
Recap · EDM at UTA

Mammoth run the Oilers off the ice on the underlying numbers

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

By the ModelJul 12, 10:53 AMxG: xgboost-0.758Edited for clarity
Away
EDM
Edmonton Oilers
5
Home
UTA
Utah Mammoth
6
FINAL / OT
Process vs result

The underlying story

2.87Expected goals4.53
61% share for the better side
26Shot attempts (SOG)31
3High-danger chances5
45Corsi (all attempts)81
Score-adjusted: 32% / 68%
Source · NHL play-by-play · XGBoost xG

Edmonton controlled the play by nearly every metric and still lost—a rare indictment of luck and execution in overtime.

Utah edged Edmonton 6-5 in OT, but the real story is Edmonton's remarkable misfortune. The Mammoth dominated expected goals (4.53–2.87, 61% of the 5v5 xG share), held 54% of shot attempts (31–26 on goal), and won the high-danger chances battle 5–3. Yet Edmonton managed to out-luck Utah by more than two goals. The Oilers overperformed their xG by 2.13 goals—elite finishing or excellent bounces—while Utah barely exceeded their projection (1.47). Normally, a team this unlucky wins the game. Utah's deeper xG advantage, combined with Edmonton's inability to sustain their finish in overtime, decided it.

Goaltending told the same story. K. Vejmelka (Utah) stopped 21 of 26 shots (0.808 SV%), underperforming expected by 2.13 goals—a sign of rough luck, not poor play. T. Jarry (Edmonton) surrendered 25 of 31 (0.806 SV%), yielding 1.47 more than expected. Yet Utah's edge in volume mattered more than either goalie's variance.

The turning point arrived at 00:33 of overtime when Clayton Keller fired a snap shot from the high slot. It ended a game Utah deserved to win on the numbers, even as Edmonton's xG overrun made it closer than it should've been.

Utah wasn't infallible: they went 0 for 5 on high-danger chances, a rarity that won't repeat. But they compensated on the rush, converting 6 goals on 44 rush attempts—lethal efficiency. Edmonton countered with 4 goals on 22 rush chances, their own clinic in fast-break execution. Neither team crashed the offensive glass effectively (Utah: 5 rebound chances, 0 converted; Edmonton: 3 chances, 1 converted).

Three Stars

  • #97 C. McDavid (EDM) — 1G, 1A in 22:05
  • #9 C. Keller (UTA) — 1G, 1A in 19:35
  • #8 N. Schmaltz (UTA) — 2G in 19:23
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
EDM1 / 3 · 0.77 xG
UTA0 / 5 · 1.17 xG
Medium dangermid-range
EDM3 / 14 · 1.62 xG
UTA5 / 23 · 2.36 xG
Low dangerperimeter & point
EDM1 / 28 · 0.48 xG
UTA1 / 53 · 1.00 xG

UTA went 5-for-23 from medium danger on 2.36 expected goals — 2.6 above expected.

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

Finishing vs expected

expectedactual
EDM
5 G · 2.87 xG · +2.1
UTA
6 G · 4.53 xG · +1.5
01234567
Goalies · GSAx (goals saved above expected)
T. JarryEDM
-1.5
K. VejmelkaUTA
-2.1

EDM finished +2.1 against expected, UTA +1.5 — K. Vejmelka (UTA) allowed 2.1 more goals than expected.

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

Shot diet

goalsshots
EDM
SNAP2/20
SLAP0/6
TIP IN0/3
BACKHAND2/6
WRIST1/2
BAT0/0
WRAP AROUND0/0
OTHER0/8
UTA
SNAP2/29
SLAP3/11
TIP IN1/13
BACKHAND0/3
WRIST0/6
BAT0/1
WRAP AROUND0/1
OTHER0/17
EDM
UTA
Off the rush
4 G on 22 · 2.00 xG
6 G on 44 · 3.09 xG
Off rebounds
1 G on 3 · 0.63 xG
0 G on 5 · 0.46 xG

Snap shots carried the volume: EDM went 2-for-20, UTA 2-for-29. UTA scored 6 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
C. McDavid
#97 · C · EDM
1 G · 1 A · 4 SOG · 22:05 TOI · -1
C. Keller
#9 · R · UTA
1 G · 1 A · 3 SOG · 19:35 TOI
N. Schmaltz
#8 · C · UTA
2 G · 0 A · 4 SOG · 19:23 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • T. Jarry (EDM) gave up 1.5 goals more than expected — well below their workload.
  • UTA couldn't convert — 0/5 on high-danger chances. That won't happen often.
  • UTA was lethal off the rush — 6 goals on 44 rush chances.
  • EDM was lethal off the rush — 4 goals on 22 rush chances.
  • UTA created 5 rebound opportunities (0 converted) — crashing the net effectively.
  • EDM created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • EDM outperformed their expected goals by 2.1 — elite finishing or lucky bounces.
  • T. Jarry was a wall on HD chances — 100% SV on 5 high-danger shots.
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, 10:47 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 see a pick'em: Edmonton projects 2.5–2.7 goals against Utah's 53% win probability. There's no edge baked in.

Both offenses run at 52.0% expected-goals share at 5v5, but Utah's territorial control is the real split. The Mammoth should own this game's puck and territory; Edmonton's PDO sits at 0.982, running cold and due for regression. Utah's at 1.003, riding lucky bounces. One cancels the other.

For the Oilers, Zach Hyman (1.23 xG/60) is their most dangerous 5v5 threat—14 goals, 13 assists, with a 13.0% shooting rate reflecting both volume and skill. Connor McDavid (0.92 xG/60, 25 goals, 33 assists) remains the engine at 13.7% shooting. Both will draw Utah's focus. Utah has to run them off the puck and lean on their structure.

Utah counters with Dylan Guenther (1.02 xG/60), who leads in pure scoring: 28 goals and 15 assists at 16.8% shooting. He's generating chances at volume and finishing them. Daniil But (1.01 xG/60, 2 goals, 2 assists) looked like a threat on paper but is likely out after 12 days away—a signal of injury.

Utah's control edge is concrete: 53% Corsi. That means they'll dictate pace and territory. Edmonton has to weather the possession drought and punish Utah's mistakes in transition. The Oilers' defensive weakness is right-side; Jake Walman will draw Utah's hunt. Conversely, Maveric Lamoureux is Utah's liability—Edmonton should test him.

Both teams show zero high-danger-goal rate and zero rebound-goal rate in the available data, which reads like an artifact—ignore it. Real games produce those chances.

Utah's possession edge is real. Edmonton's luck reversal is real. One cancels the other. The model sees Utah at 53%, a thin edge built on control. That's the 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