Motion-blurred skater in a Edmonton Oilers sweater
Breakdown · NSH at EDM

C. Ingram stands tall as the Oilers edge the Predators

The verdict · earned

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

NSH 1 · EDM 3
◆ By the ModelJul 12, 7:28 AMxG: xgboost-0.758Edited for clarityDrafted from NHL play-by-play by Backcheck's model, worded for clarity by an AI editor that may not change a number. Nobody at Backcheck was at the rink. How this works

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.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Mar 15
NSH
1
EDM
3

C. Ingram stands tall as the Oilers edge the Predators

Chances 3.7 – 5.3Did they deserve it? →
Did they deserve it?

The Oilers earned this one.

Expected goals · chance value
NSH
3.70
EDM
5.30
41% of the chances59%

The board read NSH 1, EDM 3. The chances read NSH 3.7, EDM 5.3.

Our xG model · NHL play-by-play · all situations
Luck check
EDM
−2.3
goals above expected
EDM5.30 expected · 3 scored
Expected
Scored
NSH3.70 expected · 1 scored
Expected
Scored

The Predators left 2.7 goals on the table against what their chances were worth.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 03:12EDML. DraisaitlPP0–1
  2. P2 02:32EDMM. Savoie0–2
  3. P3 04:52NSHF. Svechkov1–2
  4. P3 18:53EDMZ. HymanEN1–3
NHL play-by-play · chance value from our xG model
Where the shots came from
NSH
45 shots
1
Final
87 shots
EDM
42 shots
3
NSH attackEDM attack
NSH EDM Goal
45
shots · 1 in
42
shots · 3 in
Every unblocked shot · press play to replay it
Chances by danger
NSHEDM
0 / 5
1.06 xG
High danger
1 / 11
3.29 xG
0 / 16
1.85 xG
Medium
2 / 16
1.70 xG
1 / 34
0.79 xG
Low
0 / 24
0.31 xG

The Predators went 0 for 5 from the slot.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A+
J. Annunen
+3.3
NSH · 27/29
A+
C. Ingram
+2.7
EDM · 26/27
The numbers, checked
BACKCHECK

C. Ingram stands tall as the Oilers edge the Predators

A model, not a newsroom. Every number on these frames comes from the NHL's play-by-play and our own models. Nothing was watched, guessed or heard from anyone.

Read the full breakdown
backcheckreport.com
01 / 08 · Final
Every goal, in order

How it happened

NHL play-by-play
1stshots 7–11
  1. 03:12EDML. Draisaitlpower play(C. McDavid, E. Bouchard)0–1
2ndshots 8–10
  1. 02:32EDMM. Savoie(C. McDavid, M. Ekholm)0–2
3rdshots 12–9
  1. 04:52NSHF. Svechkov(N. Hague, J. Barron)1–2
  2. 18:53EDMZ. Hymanempty net(C. McDavid)1–3

score reads NSH–EDM

Source · NHL play-by-play (api-web.nhle.com)
Process vs result

The numbers

XGBoost xG · NHL play-by-play
5.30
EDM chances
Goals their shots were worth
−2.3
Finishing
Goals below what those chances were worth
1.041
EDM puck luck
Above 1.000 — the bounces went their way
48.1%
Shot attempts
Under half — they were outshot
Split by club

Who controlled the game

3.70Expected goals5.30
EDM 59% of the chance quality
27Shots on goal30
5High-danger chances11
55All attempts (Corsi)51
Adjusted for score: NSH 57% · EDM 43%
Faceoffs · EDM won52%off78%neu56%def
Source · NHL play-by-play · XGBoost xG
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

NSH finished -2.7 against expected, EDM -2.3.

Source · Backcheck xG model
Shot types · rush and rebound chancesopen +
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
New to these numbers?

Two things happened in this game: who created the better chances, and who put the puck in the net. They are not the same thing, and this page separates them on purpose.

The one to watch is expected goals— the best single read on who deserved to win. When it disagrees with the scoreboard, that disagreement is usually the story. Nothing here is a projection; every figure is computed from this game's play-by-play. Full glossary →

xG
Expected goals. Every shot scored by how often that exact look goes in. 2.5 xG means the chances were worth about two and a half goals.
HD
High-danger chances — shots from the slot and the crease, where shots actually become goals.
Corsi
Every shot attempt, including the ones that missed or got blocked. A rough read on who had the puck.
Adj.
Score-adjusted. Teams that trail shoot more and teams that lead sit back, so this corrects the attempt count for the scoreboard.
GSAx
Goals saved above expected. A positive number means the goalie stopped more than an average goalie would have on those shots.
PDO
Shooting % plus save % — a luck gauge. It sits near 1.000 over a season, so a game far from it usually means the bounces decided it.
Shot by shot

In the net

Graded on goals saved above expected
J. Annunen
NSH · 27/29 · .931
+3.3
saved above expected
A+
the night
By dangerG/attxGsaved
High danger1/113.3+2.3
Medium2/161.7-0.3
Low0/240.3+0.3

A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

C. Ingram
EDM · 26/27 · .963
+2.7
saved above expected
A+
the night
By dangerG/attxGsaved
High danger0/51.1+1.1
Medium0/161.9+1.9
Low1/340.8-0.2

A+ ≥ +2.5 saved above expected · A ≥ +1.5 · B+ ≥ +0.75 · B ≥ +0.25 · C ≥ −0.25 · D ≥ −0.75 · F below −1.5

87 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
NSH
45 shots
1
Final
87 shots
EDM
42 shots
3
NSH attackEDM attack
NSH EDM Goal

Each club shoots toward its own end — NSH left, EDM right — the way you would watch it. A dot's size is how dangerous the look was, from distance and angle; it is a proxy for shot quality, not the xG model the article is written from. Hover a dot for the shooter and the clock.

Ranked from the box score

Three stars

Points first
Three stars · computed, not voted
C. McDavid
#97 · C · EDM
0 G · 3 A · 2 SOG · 24:08 on ice · +2
E. Bouchard
#2 · D · EDM
0 G · 1 A · 2 SOG · 26:06 on ice · +2
N. Hague
#41 · D · NSH
0 G · 1 A · 3 SOG · 20:49 on ice · +1
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Sun, Mar 15
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 7:27 AMEdited for clarityDrafted from NHL play-by-play by Backcheck's model, worded for clarity by an AI editor that may not change a number. Nobody at Backcheck was at the rink. How this works

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.

What the model said beforehand

The model's lean

EDM 55%
55%
EDM
Model favorite
45%
55%
NSH50EDM

EDM by 10 points of win probability — a modest lean. Projected score NSH 2.5–2.7 EDM; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season rates · 5v5

Tale of the tape

NHL stats API · our xG
NSH← edge
edge →EDM
49.0%52.0%
50.0%50.0%
2.482.64
2.582.47
1.842.13
2.212.29
0.9920.982

EDM holds 5 of 6 process categories — and the luck row (0.992 vs 0.982) says NSH has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · Last 10
NSH
3-4-3
-2 GD · 2d rest
EDM
4-5-1
-1 GD · 1d rest
0.992
NSH PDO
Luck gauge · drifts to 1.000
0.982
EDM PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Where the edges live
  • The Oilers own the underlying play — 52.0% 5v5 xG vs 49.0%.
Regression watch
  • The Oilers' PDO is 0.982 — running cold, due for positive regression.
Things to watch
  • The Oilers own the underlying play — 52.0% 5v5 xG vs 49.0%.
  • C. Ingram is on a back-to-back — watch for a backup start or a tired starter.
  • The Oilers' PDO is 0.982 — running cold, due for positive regression.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
NSH
Expected in goal
J. Saros
2 days rest.889 last start
Backup Juuse Saros · -9.3 GSAx this season

No completed game on file for this club yet.

EDM
Expected in goal
C. Ingram
back-to-back.880 last start
Backup Connor Ingram · +1.7 GSAx this season
Back-to-back: the backup often gets this one. Treat the starter as unconfirmed.

No completed game on file for this club yet.

Lineups are the players who dressed in each club's last game, with their minutes; clubs confirm tonight's at warm-up. Every player this preview names was in that lineup.

Computed danger · scouting

Players to watch

NHL stats API · our xG
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
Keep going

Where to next