Motion-blurred skater in a Philadelphia Flyers sweater
Breakdown · PHI at EDM

Flyers run the Oilers off the ice on the underlying numbers

The verdict · earned

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

PHI 5 · EDM 2
◆ By the ModelJul 11, 10:53 PMxG: 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

Philadelphia's 5–2 win stood up to scrutiny. The Flyers controlled 61% of 5v5 expected goals (5.34–3.37), a split that backs the scoreline.

Edmonton held shot volume—46% of attempts (25–29)—but little else. The Oilers managed 0 goals on 7 high-danger chances. The Flyers' D. Vladar was exceptional: 0.920 SV%, 7 of 7 stops on high-danger attempts, +1.37 against expected. Edmonton underperformed their xG by 1.37 goals.

Rush play was closest: Edmonton 2 on 21, Philadelphia 3 on 22. The gap widened in high-danger areas, where Philadelphia generated 9 chances to Edmonton's 7. Both teams crashed the net (Edmonton 5 rebound chances, Philadelphia 3), but neither converted a rebound.

Owen Tippett's wrist shot from the top of the circles (P3, 18:50) marked the turning point.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Jan 3
PHI
5
EDM
2

Flyers run the Oilers off the ice on the underlying numbers

Chances 5.3 – 3.4Did they deserve it? →
Did they deserve it?

The Flyers earned this one.

Expected goals · chance value
PHI
5.34
EDM
3.37
61% of the chances39%

The board read PHI 5, EDM 2. The chances read PHI 5.3, EDM 3.4.

Our xG model · NHL play-by-play · all situations
Luck check
PHI
−0.3
goals above expected
PHI5.34 expected · 5 scored
Expected
Scored
EDM3.37 expected · 2 scored
Expected
Scored

Both sides finished close to what their chances were worth. This one was earned on the ice.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 07:16PHID. Barkey1–0
  2. P1 10:31PHIT. Sanheim2–0
  3. P1 14:38PHIB. Brink3–0
  4. P1 16:08EDMC. McDavid3–1
  5. P2 09:54EDME. BouchardPP3–2
  6. P3 09:09PHIN. Seeler4–2
  7. P3 18:50PHIO. TippettEN5–2
NHL play-by-play · chance value from our xG model
Where the shots came from
PHI
46 shots
5
Final
82 shots
EDM
36 shots
2
PHI attackEDM attack
PHI EDM Goal
46
shots · 5 in
36
shots · 2 in
Every unblocked shot · press play to replay it
Chances by danger
PHIEDM
2 / 9
3.60 xG
High danger
0 / 7
1.60 xG
2 / 11
1.10 xG
Medium
2 / 10
1.28 xG
1 / 46
0.65 xG
Low
0 / 34
0.48 xG

The Oilers went 0 for 7 from the slot.

Danger tiers by our xG model · high ≥ 20% chance
In the net
B+
D. Vladar
+1.4
PHI · 23/25
B+
C. Pickard
+1.3
EDM · 24/28
The numbers, checked
BACKCHECK

Flyers run the Oilers off the ice on the underlying numbers

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 9–14
  1. 07:16PHID. Barkey(O. Tippett, S. Couturier)1–0
  2. 10:31PHIT. Sanheim2–0
  3. 14:38PHIB. Brink(C. York, M. Michkov)3–0
  4. 16:08EDMC. McDavid(M. Ekholm)3–1
2ndshots 11–5
  1. 09:54EDME. Bouchardpower play(C. McDavid, R. Nugent-Hopkins)3–2
3rdshots 9–6
  1. 09:09PHIN. Seeler(R. Abols)4–2
  2. 18:50PHIO. Tippettempty net(S. Couturier, N. Seeler)5–2

score reads PHI–EDM

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

The numbers

XGBoost xG · NHL play-by-play
5.34
PHI chances
Goals their shots were worth
−0.3
Finishing
Goals below what those chances were worth
1.036
PHI puck luck
Above 1.000 — the bounces went their way
56.4%
Shot attempts
Over half — they had the puck more
Split by club

Who controlled the game

5.34Expected goals3.37
PHI 61% of the chance quality
29Shots on goal25
9High-danger chances7
66All attempts (Corsi)51
Adjusted for score: PHI 51% · EDM 49%
Faceoffs · EDM won36%off59%neu32%def
Source · NHL play-by-play · XGBoost xG
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
PHI2 / 9 · 3.60 xG
EDM0 / 7 · 1.60 xG
Medium dangermid-range
PHI2 / 11 · 1.10 xG
EDM2 / 10 · 1.28 xG
Low dangerperimeter & point
PHI1 / 46 · 0.65 xG
EDM0 / 34 · 0.48 xG

PHI went 2-for-9 from high danger on 3.60 expected goals — 1.6 left on the table.

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

Finishing vs expected

expectedactual
PHI
5 G · 5.34 xG · -0.3
EDM
2 G · 3.37 xG · -1.4
0123456

PHI finished -0.3 against expected, EDM -1.4.

Source · Backcheck xG model
Shot types · rush and rebound chancesopen +
What they shot — and what went in

Shot diet

goalsshots
PHI
SNAP1/9
WRIST3/25
SLAP0/3
BACKHAND0/4
TIP IN0/2
DEFLECTED1/2
WRAP AROUND0/1
OTHER0/20
EDM
SNAP1/22
WRIST0/4
SLAP1/6
BACKHAND0/1
TIP IN0/2
DEFLECTED0/1
WRAP AROUND0/0
OTHER0/15
PHI
EDM
Off the rush
3 G on 22
2.78 xG
2 G on 21
2.21 xG
Off rebounds
0 G on 3
0.45 xG
0 G on 5
0.83 xG

Snap shots carried the volume: PHI went 1-for-9, EDM 1-for-22. PHI 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
D. Vladar
PHI · 23/25 · .920
+1.4
saved above expected
B+
the night
By dangerG/attxGsaved
High danger0/71.6+1.6
Medium2/101.3-0.7
Low0/340.5+0.5

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. Pickard
EDM · 24/28 · .857
+1.3
saved above expected
B+
the night
By dangerG/attxGsaved
High danger2/93.6+1.6
Medium2/111.1-0.9
Low1/460.7-0.3

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

82 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
PHI
46 shots
5
Final
82 shots
EDM
36 shots
2
PHI attackEDM attack
PHI EDM Goal

Each club shoots toward its own end — PHI 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
1 G · 1 A · 6 SOG · 23:17 on ice · -1
N. Seeler
#24 · D · PHI
1 G · 1 A · 2 SOG · 18:23 on ice · +2
O. Tippett
#74 · R · PHI
1 G · 1 A · 2 SOG · 15:58 on ice · +2
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Sat, Jan 3
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 11, 10:51 PMEdited 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 2.4–2.5 Edmonton goal game with the Oilers favored at 53% win probability. That's about as close to a pick'em as you'll find.

Both teams have generated near-identical expected goal shares at 5v5. Philadelphia sits at 51.0% xG%, while Edmonton runs 52.0%. The shot-attempt advantage breaks similarly: the Flyers at 48.0% Corsi%, the Oilers at 50.0%. Neither team has won convincingly on the underlying metrics, which is precisely why the model can't choose.

The one thread pulling toward Edmonton is variance. The Oilers' PDO of 0.982 signals regression waiting to happen—they're running cold and should regress upward. Philadelphia's 1.008 suggests the opposite risk, though the spread is modest.

On the player level, the matchups cut both ways. Owen Tippett leads Philadelphia's advantage at 0.88 xG per 60 minutes with 19 goals and 18 assists; he's also banked 2 high-danger goals on a 12.1% shooting rate. Christian Dvorak generates a lighter 0.81 xG/60 but has converted at 11.2% with 12 goals and 21 assists, adding 3 high-danger goals.

Edmonton counters with Zach Hyman, who operates at 1.23 xG/60—the highest rate in this set—yet has only 1 high-danger goal despite 14 goals and 13 assists on 13.0% shooting. Connor McDavid sits at 0.92 xG/60, producing 25 goals and 33 assists with 5 high-danger goals at 13.7%, but his offensive generation doesn't match the Oilers' current win probability. That's what 53% odds look like.

Neither team generates high-danger or rebound goals at rates worth emphasizing—both sit at 0% for these categories. Philadelphia's defensive weakness centers on Dvorak, while Edmonton's is Jake Walman. That imbalance doesn't resolve the prediction either.

The Oilers hold the slimmest of advantages on paper and fortune. But the Flyers' expected goal share and balanced scoring depth make them a credible counterweight. Expect a tight game that could go either way.

What the model said beforehand

The model's lean

EDM 53%
53%
EDM
Model favorite
47%
53%
PHI50EDM

EDM by 6 points of win probability — a modest lean. Projected score PHI 2.4–2.5 EDM; 19% 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
PHI← edge
edge →EDM
51.0%52.0%
48.0%50.0%
2.262.64
2.202.47
1.962.13
1.822.29
1.0080.982

EDM holds 4 of 6 process categories — and the luck row (1.008 vs 0.982) says PHI has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · No games yet
PHI
0-0-0
+0 GD · 0d rest
EDM
0-0-0
+0 GD · 0d rest
1.008
PHI PDO
Luck gauge · drifts to 1.000
0.982
EDM PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Regression watch
  • The Oilers' PDO is 0.982 — running cold, due for positive regression.
Things to watch
  • The Oilers' PDO is 0.982 — running cold, due for positive regression.
Computed danger · scouting

Players to watch

NHL stats API · our xG
PHI
Owen Tippett19G 18A
0.88 xG/60 · 2 HD · 12.1% sh
Christian Dvorak12G 21A
0.81 xG/60 · 3 HD · 11.2% 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