Motion-blurred skater in a gold and black sweater
Breakdown · PIT at BOS

J. Swayman stands tall as the Bruins edge the Penguins

The verdict · coin flip

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

PIT 1 · BOS 2
◆ By the ModelJul 12, 5:15 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

The expected goals called it even—both teams generated 3.87—but J. Swayman's save percentage decided this was a Bruins win that Pittsburgh's performance did not fully merit.

Pittsburgh controlled the volume: 35 shot attempts on goal to Boston's 28. The quality metrics split perfectly. High-danger chances went 4–4, and expected goals finished 3.87–3.87. The outcome hinged on execution. J. Swayman posted a 0.971 save percentage and saved 2.87 goals above expected. S. Skinner managed 0.929 and saved 1.87. That one-goal swing decided the night.

E. Karlsson scored Pittsburgh's only goal; B. Rust assisted. Both teams squandered their opportunities. Boston underperformed xG by 1.87, Pittsburgh by 2.87. Rebound chances tilted toward Pittsburgh (7 to 4), yet the Penguins converted zero. Boston cashed one of five—the marginal edge that swung the verdict.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Mar 3
PIT
1
BOS
2

J. Swayman stands tall as the Bruins edge the Penguins

Chances 3.9 – 3.9Did they deserve it? →
Did they deserve it?

Dead even on chances. The Bruins took it anyway.

Expected goals · chance value
PIT
3.87
BOS
3.87
50% of the chances50%

The board read PIT 1, BOS 2. The chances read PIT 3.9, BOS 3.9.

Our xG model · NHL play-by-play · all situations
Luck check
BOS
−1.9
goals above expected
BOS3.87 expected · 2 scored
Expected
Scored
PIT3.87 expected · 1 scored
Expected
Scored

The Penguins left 2.9 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 00:42PITE. Karlsson1–0
  2. P1 05:10BOSM. Khusnutdinov1–1
  3. P1 06:00BOSC. Mittelstadt1–2
NHL play-by-play · chance value from our xG model
Where the shots came from
PIT
55 shots
1
Final
102 shots
BOS
47 shots
2
PIT attackBOS attack
PIT BOS Goal
55
shots · 1 in
47
shots · 2 in
Every unblocked shot · press play to replay it
Chances by danger
PITBOS
0 / 4
0.98 xG
High danger
1 / 4
1.46 xG
0 / 19
2.02 xG
Medium
1 / 15
1.67 xG
1 / 45
0.86 xG
Low
0 / 51
0.73 xG

The Penguins went 0 for 4 from the slot.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A+
J. Swayman
+2.9
BOS · 34/35
A
S. Skinner
+1.9
PIT · 26/28
The numbers, checked
BACKCHECK

J. Swayman stands tall as the Bruins edge the Penguins

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 7–12
  1. 00:42PITE. Karlsson(B. Rust)1–0
  2. 05:10BOSM. Khusnutdinov(M. Eyssimont)1–1
  3. 06:00BOSC. Mittelstadt(N. Zadorov, P. Zacha)1–2
2ndshots 15–11no goals
    3rdshots 13–5no goals

      score reads PIT–BOS

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

      The numbers

      XGBoost xG · NHL play-by-play
      3.87
      BOS chances
      Goals their shots were worth
      −1.9
      Finishing
      Goals below what those chances were worth
      1.014
      BOS puck luck
      About 1.000 — a normal night for bounces
      50.7%
      Shot attempts
      Over half — they had the puck more
      Split by club

      Who controlled the game

      3.87Expected goals3.87
      BOS 50% of the chance quality
      35Shots on goal28
      4High-danger chances4
      68All attempts (Corsi)70
      Adjusted for score: PIT 52% · BOS 48%
      Faceoffs · BOS won50%off58%neu79%def
      Source · NHL play-by-play · XGBoost xG
      How the game was won

      The danger ladder

      shotsgoalsexpected
      High dangerslot & crease
      PIT0 / 4 · 0.98 xG
      BOS1 / 4 · 1.46 xG
      Medium dangermid-range
      PIT0 / 19 · 2.02 xG
      BOS1 / 15 · 1.67 xG
      Low dangerperimeter & point
      PIT1 / 45 · 0.86 xG
      BOS0 / 51 · 0.73 xG

      PIT went 0-for-19 from medium danger on 2.02 expected goals — 2.0 left on the table.

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

      Finishing vs expected

      expectedactual
      PIT
      1 G · 3.87 xG · -2.9
      BOS
      2 G · 3.87 xG · -1.9
      012345

      PIT finished -2.9 against expected, BOS -1.9.

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

      Shot diet

      goalsshots
      PIT
      SNAP0/29
      WRIST1/10
      SLAP0/8
      BACKHAND0/6
      TIP IN0/1
      WRAP AROUND0/0
      BETWEEN LEGS0/1
      DEFLECTED0/0
      BAT0/0
      OTHER0/13
      BOS
      SNAP0/17
      WRIST2/12
      SLAP0/6
      BACKHAND0/2
      TIP IN0/6
      WRAP AROUND0/2
      BETWEEN LEGS0/0
      DEFLECTED0/1
      BAT0/1
      OTHER0/23
      PIT
      BOS
      Off the rush
      0 G on 30
      2.12 xG
      1 G on 28
      2.69 xG
      Off rebounds
      0 G on 7
      1.02 xG
      1 G on 5
      0.66 xG

      Snap shots carried the volume: PIT went 0-for-29, BOS 0-for-17.

      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
      S. Skinner
      PIT · 26/28 · .929
      +1.9
      saved above expected
      A
      the night
      By dangerG/attxGsaved
      High danger1/41.5+0.5
      Medium1/151.7+0.7
      Low0/510.7+0.7

      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

      J. Swayman
      BOS · 34/35 · .971
      +2.9
      saved above expected
      A+
      the night
      By dangerG/attxGsaved
      High danger0/41.0+1.0
      Medium0/192.0+2.0
      Low1/450.9-0.1

      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

      102 shots · press play to watch the game back

      Where the shots came from

      NHL play-by-play coordinates
      PIT
      55 shots
      1
      Final
      102 shots
      BOS
      47 shots
      2
      PIT attackBOS attack
      PIT BOS Goal

      Each club shoots toward its own end — PIT left, BOS 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
      B. Rust
      #17 · R · PIT
      0 G · 1 A · 2 SOG · 21:38 on ice
      E. Karlsson
      #65 · D · PIT
      1 G · 0 A · 6 SOG · 21:18 on ice
      N. Zadorov
      #91 · D · BOS
      0 G · 1 A · 5 SOG · 19:33 on ice · +1
      Ranked from the box score — points first · Backcheck
      What the model said beforehand

      Before the game

      Written Tue, Mar 3
      Open the pre-game read
      Written from the numbers

      The read

      Edited for clarity
      ◆ By the ModelJul 12, 5:13 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 Pittsburgh 2.7 to Boston 2.6, with the Penguins at 51% win probability—as close to a pick'em as hockey analytics produces.

      Pittsburgh owns the underlying play. The Penguins generate 51.0% of expected goals at 5v5 versus Boston's 47.0%, and their Corsi sits at 50.0% compared to the Bruins' 49.0%. Consistent advantage in shot quality and volume. Boston, meanwhile, is running hot: a PDO of 1.023 means finishing above sustainable levels. Regression is the price of that pace. Pittsburgh's PDO sits at 1.012—already pricing in correction.

      The execution gap is real. Rickard Rakell carries 13 goals on a 12.1% shooting rate with three high-danger chances—his production is sustainable. Filip Hallander was generating 1.28 xG per 60 minutes, but he's likely out (IR, undergoing further evaluation). That vacancy hurts Pittsburgh's depth.

      Boston counters with Viktor Arvidsson: 18 goals at 1.04 xG/60 and two high-danger scores. He's both prolific and dangerous. Tanner Jeannot adds secondary punch at 0.75 xG/60 with six goals and an 8.3% shooting rate.

      The defensive weak points cut both ways. Pittsburgh's Caleb Jones is a liability. Boston's Elias Lindholm is similarly exposed. Both teams are at 0% on high-danger goal rate and rebound goal rate—neither is capitalizing on prime chances, which means tonight likely hinges on sustained possession and which team's goaltending stays sharp longer.

      Pittsburgh's edge is process. The Penguins generate better looks and control play. Boston's edge is heat. The Bruins are converting at rates that won't last. The model splits it because both are true and neither overwhelms. Fifty-one percent is thin, earned through work, not revelation.

      The lever is Boston's regression risk. The Bruins cannot sustain 1.023 PDO; Pittsburgh doesn't need to improve to win, only hold. That slight process advantage—paired with Boston's unsustainable finishing—makes the Penguins the marginally safer pick.

      What the model said beforehand

      The model's lean

      PIT 51%
      51%
      PIT
      Model favorite
      51%
      49%
      PIT50BOS

      PIT by 2 points of win probability — effectively a coin flip. Projected score PIT 2.7–2.6 BOS; 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
      PIT← edge
      edge →BOS
      51.0%47.0%
      50.0%49.0%
      2.662.39
      2.552.67
      2.452.22
      2.121.82
      1.0121.023

      PIT holds 5 of 6 process categories — and the luck row (1.012 vs 1.023) says BOS has been getting the bounces, which tends not to last.

      Source · NHL stats API + our xG · 5v5
      Form · Last 10
      PIT
      7-1-2
      +18 GD · 2d rest
      BOS
      5-2-3
      -1 GD · 3d rest
      1.012
      PIT PDO
      Luck gauge · drifts to 1.000
      1.023
      BOS PDO
      Luck gauge · drifts to 1.000
      What decides it

      Keys to the game

      Where the edges live
      • The Penguins own the underlying play — 51.0% 5v5 xG vs 47.0%.
      Regression watch
      • The Bruins' PDO is 1.023 — running hot, expect some regression.
      Things to watch
      • The Penguins own the underlying play — 51.0% 5v5 xG vs 47.0%.
      • The Bruins' PDO is 1.023 — running hot, expect some regression.
      Last game's lineup · confirmed at warm-up

      Lineups

      NHL box score
      PIT
      Expected in goal
      A. Silovs
      2 days rest1.000 last start
      Backup Stuart Skinner · +8.3 GSAx this season

      No completed game on file for this club yet.

      BOS
      Expected in goal
      J. Swayman
      3 days rest.875 last start
      Backup Jeremy Swayman · +28.8 GSAx this season

      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
      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
      BOS
      Viktor Arvidsson18G 24A
      1.04 xG/60 · 2 HD · 13.0% sh
      Tanner Jeannot6G 14A
      0.75 xG/60 · 2 HD · 8.3% sh
      Keep going

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