Backcheck
Recap · PHI at PIT

Penguins pull away from the Flyers

The Penguins won a genuine coin flip — neither side controlled the run of play.

By the ModelJul 12, 12:52 AMxG: xgboost-0.758Edited for clarity
Away
PHI
Philadelphia Flyers
3
Home
PIT
Pittsburgh Penguins
6
FINAL
Process vs result

The underlying story

4.96Expected goals4.71
51% share for the better side
34Shot attempts (SOG)30
8High-danger chances8
72Corsi (all attempts)56
Score-adjusted: 63% / 37%
Source · NHL play-by-play · XGBoost xG

Pittsburgh's 6-3 win looked decisive on the scoreboard. The underlying play disagreed: expected goals split 4.71–4.96, with the Flyers holding the edge. That three-goal margin in reality versus a coin-flip in underlying metrics points to one driver—goaltending.

S. Skinner (PIT) saved 31 of 34 shots (0.912 SV%), performing well above expected. S. Ersson (PHI) stopped 11 of 14 (0.786 SV%), falling short. Penguins overperformed their xG by 1.29 goals; Flyers underperformed by 1.96. A. Kolosov entered for Philadelphia with a 13-save performance on 16 shots (0.812 SV%), but the goaltending edge belonged entirely to Pittsburgh.

Philadelphia's shot quality was legitimate—eight high-danger chances to Pittsburgh's eight. Yet the Flyers converted zero of them at the highest leverage. That drought isn't sustainable. Pittsburgh was equally prolific in transition, scoring three goals on 28 rush attempts; Philadelphia matched that tally on 31 attempts. The difference lay in precision, not possession.

The Flyers scored twice from low-danger areas, the kind of conversions that require theft in goal. Ersson and Kolosov could not steal enough moments. Matvei Michkov's wrist shot from the high slot at 17:25 of the third punctuated the shift in momentum, though Skinner's earlier play had already staked Pittsburgh to the margin.

Three stars:

  • #87 S. Crosby (PIT, 1G–1A, 18:45)
  • #52 D. Barkey (PHI, 2A, 16:15)
  • #71 E. Malkin (PIT, 2A, 15:34)
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
PHI0 / 8 · 1.88 xG
PIT2 / 8 · 2.32 xG
Medium dangermid-range
PHI1 / 21 · 2.34 xG
PIT3 / 18 · 1.88 xG
Low dangerperimeter & point
PHI2 / 43 · 0.73 xG
PIT1 / 30 · 0.51 xG

PHI went 0-for-8 from high danger on 1.88 expected goals — 1.9 left on the table.

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

Finishing vs expected

expectedactual
PHI
3 G · 4.96 xG · -2.0
PIT
6 G · 4.71 xG · +1.3
01234567
Goalies · GSAx (goals saved above expected)
S. ErssonPHI
-0.8
A. KolosovPHI
-0.5
S. SkinnerPIT
+2.0

PHI finished -2.0 against expected, PIT +1.3 — S. Skinner (PIT) saved 2.0 goals above expected.

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

Shot diet

goalsshots
PHI
WRIST2/36
TIP IN1/9
BACKHAND0/4
SLAP0/5
SNAP0/1
BAT0/1
WRAP AROUND0/0
OTHER0/16
PIT
WRIST4/24
TIP IN1/5
BACKHAND1/7
SLAP0/3
SNAP0/5
BAT0/0
WRAP AROUND0/1
OTHER0/11
PHI
PIT
Off the rush
3 G on 31 · 2.55 xG
3 G on 28 · 2.94 xG
Off rebounds
0 G on 8 · 1.30 xG
1 G on 4 · 0.84 xG

Wrist shots carried the volume: PHI went 2-for-36, PIT 4-for-24. PHI scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
S. Crosby
#87 · C · PIT
1 G · 1 A · 3 SOG · 18:45 TOI · -1
D. Barkey
#52 · C · PHI
0 G · 2 A · 3 SOG · 16:15 TOI · +2
E. Malkin
#71 · C · PIT
0 G · 2 A · 1 SOG · 15:34 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • S. Skinner (PIT) stopped 2.0 goals above expected.
  • Open game — 16 high-danger chances combined (PIT 8, PHI 8).
  • PHI couldn't convert — 0/8 on high-danger chances. That won't happen often.
  • PHI scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • PIT was lethal off the rush — 3 goals on 28 rush chances.
  • PHI was lethal off the rush — 3 goals on 31 rush chances.
  • PIT created 4 rebound opportunities (1 converted) — crashing the net effectively.
  • PHI created 8 rebound opportunities (0 converted) — crashing the net effectively.
  • PHI underperformed xG by 2.0 — wasted quality chances.
  • S. Ersson (PHI) saved 1.7 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · PHI at PIT · 7:00 PM ET

Flyers at Penguins: a genuine coin flip

By the ModelJul 12, 12:50 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 PHI 2.4–2.5 PIT game with the Penguins at 53% win probability. This is about as close to a pick'em as you'll find.

Both teams are trading chances at nearly identical rates. Philadelphia owns 51.0% expected goals; Pittsburgh matches that exactly. The difference appears in volume: Pittsburgh's 50.0% Corsi percentage suggests they're controlling the play slightly more, while Philadelphia's 48.0% indicates they're getting squeezed in shot attempts. Both teams' PDO figures—1.008 for PHI, 1.012 for PIT—suggest marginal luck-based variance, meaning their actual results align closely with underlying performance.

A. Silovs arrives on a back-to-back, creating uncertainty about Pittsburgh's crease. A tired starter or unexpected backup decision could shift the dynamics considerably.

Philadelphia's offensive threats center on Owen Tippett and Christian Dvorak. Tippett has generated 0.88 expected goals per 60 minutes while converting at a 12.1% rate; his 19 goals and 18 assists reflect efficient scoring anchored by 2 high-danger chances. Dvorak operates at a similar efficiency—0.81 xG/60, 11.2% shooting—with a deeper assist total of 21 against 12 goals, making him a more playmaking-oriented threat. He's also Pittsburgh's defensive weak link.

Pittsburgh counters with Rickard Rakell, who drives 1.01 xG/60 and has potted 13 goals and 13 assists with 3 high-danger conversions at a 12.1% clip. Filip Hallander presented a significant matching problem with his 1.28 xG/60 leading Pittsburgh's lineup, but he remains likely out due to injury.

Both teams sit at 0% high-danger and 0% rebound-goal rates, indicating either extreme variance-constraint in how they score or a sample small enough that these haven't yet registered. Neither team has found consistent secondary scoring beyond their primary weapons. Caleb Jones represents Pittsburgh's primary defensive vulnerability.

This game hinges on whether Philadelphia can leverage Tippett and Dvorak against Pittsburgh's depth, or whether Pittsburgh's superior puck-possession metrics convert into a meaningful advantage despite goaltending uncertainty. The 53% projection in Pittsburgh's favor reflects a genuine statistical tilt, but narrow margins make it wholly contingent on execution.

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