Backcheck
Recap · PHI at PIT

Flyers edge the Penguins in a shootout

The Flyers stole one. They lost the expected-goals battle 2.79–3.56 and won anyway.

By the ModelJul 12, 6:00 AMxG: xgboost-0.758Edited for clarity
Away
PHI
Philadelphia Flyers
4
Home
PIT
Pittsburgh Penguins
3
FINAL / OT
Process vs result

The underlying story

2.79Expected goals3.56
56% share for the better side
16Shot attempts (SOG)23
4High-danger chances3
40Corsi (all attempts)64
Score-adjusted: 39% / 61%
Source · NHL play-by-play · XGBoost xG

Pittsburgh dominated expected goals at 3.56–2.79, controlling 56% of the metric at 5v5—and lost anyway. The Flyers stole this one in a shootout.

The Penguins outshot Philadelphia on chances that mattered. They held 59% of shot attempts (23–16 on goal) and generated four high-danger scoring opportunities to the Flyers' three. The edge was substantial. Yet Philadelphia won 4–3 because the Flyers converted at better rates, and because their goaltender simply played better when it counted.

D. Vladar posted a 0.870 save percentage for Philadelphia, nearly three-tenths of a point better than expected. S. Skinner kept Pittsburgh in it at 0.812, but that gap—in a one-goal game—proved decisive.

The Penguins scored three goals from low-danger areas, the kind a goalie should track. The Flyers answered by being lethal on the rush: three goals from 22 rush chances, compared to Pittsburgh's two from 32 attempts. Philadelphia's efficiency from transition play was the margin.

In the shootout, Trevor Zegras's wrist shot from the slot won it for Philadelphia.

The three stars tell the story of a Penguins team that controlled the game and lost. R. Rakell notched 1G and 1A in 22:06. E. Chinakhov added 2A in 21:02. For Philadelphia, C. York contributed 1A in 30:48—offensive depth from the blue line.

Philadelphia's overperformance on expected goals was 1.21 goals. They earned it.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
PHI1 / 4 · 1.03 xG
PIT0 / 3 · 0.64 xG
Medium dangermid-range
PHI2 / 12 · 1.37 xG
PIT0 / 20 · 2.11 xG
Low dangerperimeter & point
PHI0 / 24 · 0.39 xG
PIT3 / 41 · 0.81 xG

PIT went 3-for-41 from low danger on 0.81 expected goals — 2.2 above expected.

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

Finishing vs expected

expectedactual
PHI
4 G · 2.79 xG · +1.2
PIT
3 G · 3.56 xG · -0.6
012345
Goalies · GSAx (goals saved above expected)
D. VladarPHI
+0.6
S. SkinnerPIT
-0.2

PHI finished +1.2 against expected, PIT -0.6 — D. Vladar (PHI) saved 0.6 goals above expected.

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

Shot diet

goalsshots
PHI
WRIST2/18
TIP IN0/5
SLAP0/6
BACKHAND1/3
SNAP0/1
OTHER0/7
PIT
WRIST2/22
TIP IN0/12
SLAP1/4
BACKHAND0/4
SNAP0/4
OTHER0/18
PHI
PIT
Off the rush
3 G on 22 · 2.29 xG
2 G on 32 · 2.66 xG
Off rebounds
0 G on 3 · 0.31 xG
0 G on 2 · 0.35 xG

Wrist shots carried the volume: PHI went 2-for-18, PIT 2-for-22. PHI scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
R. Rakell
#67 · R · PIT
1 G · 1 A · 4 SOG · 22:06 TOI · +2
E. Chinakhov
#59 · R · PIT
0 G · 2 A · 3 SOG · 21:02 TOI · +1
C. York
#8 · D · PHI
0 G · 1 A · 0 SOG · 30:48 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • PHI stole this one. PIT owned 56% of the xG and lost.
  • PIT scored 3 goals from low-danger spots — the opposing goalie needs to have those.
  • PIT was lethal off the rush — 2 goals on 32 rush chances.
  • PHI was lethal off the rush — 3 goals on 22 rush chances.
  • PHI created 3 rebound opportunities (0 converted) — crashing the net effectively.
Before the game — the model's pre-game read
Preview · PHI at PIT · 5:30 PM ET

Flyers at Penguins: a genuine coin flip

By the ModelJul 12, 5:59 AMEdited for clarity
Win probability

The model's lean

53%
PIT
Model favorite
47%
53%
PHI50PIT

PIT by 6 points of win probability — a modest lean. Projected score PHI 2.42.5 PIT; 18% chance it's tied after 60.

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

Tale of the tape

PHI← edge
edge →PIT
51.0%5v5 xG%51.0%
48.0%Corsi%50.0%
2.26xGF / 602.66
2.20xGA / 602.55
1.96Goals for / gm2.45
1.82Goals against / gm2.12
1.008PDO — luck, not skill1.012

PIT holds 4 of 6 process categories — and PDO (1.008 vs 1.012) says PIT has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.4 to 2.5 goal game with Pittsburgh at 53% win probability—essentially a pick'em. The numbers bear this out.

Both teams generated 51.0% expected goals percentage at 5v5 this season. That's an identical offensive and defensive resume. Pittsburgh's advantage lives in possession: 50.0% Corsi to 48.0%. But that margin is thin enough that variance erases it in a single game.

Philadelphia's problem isn't quality; it's execution. They carry a -6 goal differential over their last 10 games while maintaining a 51.0% xG%. Translation: they're generating opportunities at the right rate but converting them below expectation. That kind of underperformance tends to create momentum risk.

Goaltending adds uncertainty. A. Silovs and D. Vladar are both on back-to-backs, so either could operate on fumes or trigger a backup start. Fatigue at the position in a tight game is rarely academic.

On offense, Owen Tippett is Philadelphia's engine. He's producing 0.88 expected goals per 60 minutes with 19 goals at 12.1% shooting, including 2 high-danger conversions. Christian Dvorak provides secondary depth at 0.81 xG/60 and 12 goals, though he doubles as a defensive liability.

Pittsburgh counters with Rickard Rakell at 1.01 xG/60, 13 goals, and 3 high-danger goals at the same 12.1% shooting rate. Filip Hallander was generating chances at 1.28 xG/60 but is likely unavailable—recalled from AHL conditioning for further evaluation, suggesting injury.

Both teams have gone silent in finish quality. Neither team has cashed high-danger or rebound opportunities (0% each), meaning both leak secondary chances when opponents forecheck or cycle the puck. Caleb Jones operates as Pittsburgh's defensive weak point; Christian Dvorak fills that role for Philadelphia.

The PDO split—1.008 to 1.012—is negligible. Luck explains almost nothing here.

This is genuine coin-flip hockey. Pittsburgh holds a structural edge, but goaltending variance, injury absence, and the inability of either team to finish off secondary looks are enough to tip it either direction in a single game.

Computed danger · scouting

Players to watch

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
PIT
Filip Hallander0G 3A
1.28 xG/60 · 0 HD · 0.0% sh
Rickard Rakell13G 13A
1.01 xG/60 · 3 HD · 12.1% sh
Source · MoneyPuck skaters