Backcheck
Recap · NSH at EDM

C. Ingram stands tall as the Oilers edge the Predators

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

By the ModelJul 12, 7:28 AMxG: xgboost-0.758Edited for clarity
Away
NSH
Nashville Predators
1
Home
EDM
Edmonton Oilers
3
FINAL
Process vs result

The underlying story

3.70Expected goals5.30
59% share for the better side
27Shot attempts (SOG)30
5High-danger chances11
55Corsi (all attempts)51
Score-adjusted: 57% / 43%
Source · NHL play-by-play · XGBoost xG

Both teams left goals on the table, yet Edmonton won decisively—a gap that speaks to the Oilers' superiority in volume and efficiency. The Oilers underperformed their expected goals by 2.30; Nashville underperformed theirs by 2.70. That scoreline of 3-1 reflected a difference more fundamental than variance.

The Oilers controlled 53% of shot attempts and generated an 11-5 edge in high-danger chances. Their efficiency gap was staggering: 0.104 expected goals per shot versus Nashville's 0.067. On the rush, Edmonton converted 3 of 31 chances. Nashville's 5 high-danger chances and 4 rebound opportunities produced nothing—a conversion drought that, against a deeper team, costs games.

Expected goals finished 5.30-3.70 in Edmonton's favor (59-41%), with the underlying metrics aligning cleanly with the result.

C. Ingram's composure was the backbone of the win. He finished 26/27 (0.963 save percentage), posting a +2.70 mark against expectation—quiet excellence under pressure. But J. Annunen's 0.931 on 29 shots (+3.30 against expected) was a standout performance that still ended in defeat, a reminder that individual brilliance can't overcome a team's offensive failures.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
NSH0 / 5 · 1.06 xG
EDM1 / 11 · 3.29 xG
Medium dangermid-range
NSH0 / 16 · 1.85 xG
EDM2 / 16 · 1.70 xG
Low dangerperimeter & point
NSH1 / 34 · 0.79 xG
EDM0 / 24 · 0.31 xG

EDM went 1-for-11 from high danger on 3.29 expected goals — 2.3 left on the table.

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

Finishing vs expected

expectedactual
NSH
1 G · 3.70 xG · -2.7
EDM
3 G · 5.30 xG · -2.3
0123456
Goalies · GSAx (goals saved above expected)
J. AnnunenNSH
+3.3
C. IngramEDM
+2.7

NSH finished -2.7 against expected, EDM -2.3 — J. Annunen (NSH) saved 3.3 goals above expected.

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

Shot diet

goalsshots
NSH
SNAP0/17
WRIST1/7
SLAP0/9
TIP IN0/3
BACKHAND0/4
WRAP AROUND0/3
DEFLECTED0/2
OTHER0/10
EDM
SNAP0/12
WRIST3/14
SLAP0/2
TIP IN0/8
BACKHAND0/5
WRAP AROUND0/1
DEFLECTED0/0
OTHER0/9
NSH
EDM
Off the rush
1 G on 31 · 2.55 xG
3 G on 31 · 4.43 xG
Off rebounds
0 G on 4 · 0.67 xG
0 G on 1 · 0.27 xG

Snap shots carried the volume: NSH went 0-for-17, EDM 0-for-12. EDM scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
C. McDavid
#97 · C · EDM
0 G · 3 A · 2 SOG · 24:08 TOI · +2
E. Bouchard
#2 · D · EDM
0 G · 1 A · 2 SOG · 26:06 TOI · +2
N. Hague
#41 · D · NSH
0 G · 1 A · 3 SOG · 20:49 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Annunen (NSH) stopped 3.3 goals above expected.
  • Open game — 16 high-danger chances combined (EDM 11, NSH 5).
  • EDM generated far more dangerous chances — 0.104 xG/shot vs 0.067. Quality over quantity.
  • NSH couldn't convert — 0/5 on high-danger chances. That won't happen often.
  • EDM was lethal off the rush — 3 goals on 31 rush chances.
  • NSH created 4 rebound opportunities (0 converted) — crashing the net effectively.
  • EDM underperformed xG by 2.3 — wasted quality chances.
  • NSH underperformed xG by 2.7 — wasted quality chances.
  • J. Annunen (NSH) saved 3.3 goals above expected — stole the show.
  • J. Annunen was a wall on HD chances — 91% SV on 11 high-danger shots.
Before the game — the model's pre-game read
Preview · NSH at EDM · 8:00 PM ET

Predators at Oilers: a genuine coin flip

By the ModelJul 12, 7:27 AMEdited for clarity
Win probability

The model's lean

55%
EDM
Model favorite
45%
55%
NSH50EDM

EDM by 10 points of win probability — a modest lean. Projected score NSH 2.52.7 EDM; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season profile · edge from the spine

Tale of the tape

NSH← edge
edge →EDM
49.0%5v5 xG%52.0%
50.0%Corsi%50.0%
2.48xGF / 602.64
2.58xGA / 602.47
1.84Goals for / gm2.13
2.21Goals against / gm2.29
0.992PDO — luck, not skill0.982

EDM holds 5 of 6 process categories — and PDO (0.992 vs 0.982) says NSH has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a NSH 2.5-2.7 EDM game with Edmonton at 55% win probability: essentially a coin flip.

Underlying play favors Edmonton: the Oilers generate 52.0% of the 5v5 expected goals while Nashville sits at 49.0%. Possession splits evenly at 50.0% Corsi for each team, meaning the Oilers are doing more with similar volume. This edge matters, but Nashville is close enough to compete.

Edmonton's goaltending situation introduces uncertainty. C. Ingram faces a back-to-back, which could mean a backup start or tired legs—either way, Nashville should test him.

The offensive matchup centers on dueling talent distributions. Nashville leans on Zachary L'Heureux (0.85 xG/60, 4G 0A, 1 HD goal, 16.0% shooting) and Filip Forsberg (0.80 xG/60, 23G 17A, 4 HD goals, 13.6% shooting). Edmonton counters with Zach Hyman (1.23 xG/60, 14G 13A, 1 HD goal, 13.0% shooting) and Connor McDavid (0.92 xG/60, 25G 33A, 5 HD goals, 13.7% shooting). Hyman's elite shot-generation rate and McDavid's dominance give Edmonton the edge. L'Heureux's 16.0% shooting has lifted Nashville, but that pace is unlikely to hold.

Edmonton's PDO of 0.982 signals they're running cold. Nashville's 0.992 sits closer to equilibrium. Both teams score 0% of their goals from high-danger situations or rebounds.

Defensively, both leak. Jonathan Marchessault is Nashville's vulnerable point; Jake Walman anchors Edmonton's weakness. Either team could exploit these matchups with sustained pressure.

The verdict holds: Edmonton owns the underlying play and firepower, but Ingram's status and Nashville's scoring luck create enough chaos to make this genuinely competitive.

Computed danger · scouting

Players to watch

NSH
Zachary L'Heureux4G 0A
0.85 xG/60 · 1 HD · 16.0% sh
Filip Forsberg23G 17A
0.80 xG/60 · 4 HD · 13.6% sh
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
Source · MoneyPuck skaters