Motion-blurred skater in a Washington Capitals sweater
Breakdown · MIN at WSH

Capitals run the Wild off the ice on the underlying numbers

The verdict · earned

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

MIN 1 · WSH 5
◆ By the ModelJun 16, 2:56 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

Washington's 5-1 win looks decisive. The underlying numbers look even more severe: the Capitals controlled 72% of 5v5 expected goals (4.80–1.87 xG), the kind of dominance that suggests the final margin understates their superiority.

The Capitals' edge was across the board. They out-attempted Minnesota 45–14 on goal, a 76% shot share. Their shot quality separated them most: 0.063 xG per attempt against Minnesota's 0.045. They generated four high-danger chances to Minnesota's two. On the rush, Washington converted three goals from 32 chances—efficiency that compounds across a game.

The Capitals' deflection by T. Wilson from the high slot (period 3, 18:03) epitomized their execution. They also scored twice from low-danger spots, the kind of finishes that expose a goaltender's vulnerability.

Minnesota, meanwhile, underperformed their expected goals by 0.87 goals—not a massive variance, but a reminder that the Capitals' discipline on defense cost them additional chances that might have otherwise materialized.

L. Thompson made 13 of 14 saves for Washington (0.929 SV%, +0.87 vs. expected), a solid if unspectacular outing. F. Gustavsson stopped 40 of 45 for Minnesota (0.889 SV%), left with no margin for error against a team that required so little.

Washington generated seven rebound opportunities, converting one—crashing the net with intent. It's the depth of dominance that separated a dominant performance from a demolition.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Oct 17
MIN
1
WSH
5

Capitals run the Wild off the ice on the underlying numbers

Chances 1.9 – 4.8Did they deserve it? →
Did they deserve it?

The Capitals earned this one.

Expected goals · chance value
MIN
1.87
WSH
4.80
28% of the chances72%

The board read MIN 1, WSH 5. The chances read MIN 1.9, WSH 4.8.

Our xG model · NHL play-by-play · all situations
Luck check
WSH
+0.2
goals above expected
WSH4.80 expected · 5 scored
Expected
Scored
MIN1.87 expected · 1 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 17:52WSHD. Strome0–1
  2. P2 16:47MINM. Johansson1–1
  3. P2 17:18WSHA. Protas1–2
  4. P3 01:19WSHA. Ovechkin1–3
  5. P3 11:32WSHD. Strome1–4
  6. P3 18:03WSHT. WilsonPP1–5
NHL play-by-play · chance value from our xG model
Where the shots came from
MIN
28 shots
1
Final
84 shots
WSH
56 shots
5
MIN attackWSH attack
MIN WSH Goal
28
shots · 1 in
56
shots · 5 in
Every unblocked shot · press play to replay it
Chances by danger
MINWSH
0 / 2
0.51 xG
High danger
1 / 4
0.87 xG
1 / 10
1.01 xG
Medium
2 / 27
3.24 xG
0 / 30
0.35 xG
Low
2 / 45
0.69 xG

High-danger looks: MIN 0 of 2, WSH 1 of 4.

Danger tiers by our xG model · high ≥ 20% chance
In the net
B+
L. Thompson
+0.9
WSH · 13/14
C
F. Gustavsson
−0.2
MIN · 40/45
The numbers, checked
BACKCHECK

Capitals run the Wild 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 3–13
  1. 17:52WSHD. Strome(A. Ovechkin, M. Fehérváry)0–1
2ndshots 4–11
  1. 16:47MINM. Johansson(M. Boldy, J. Middleton)1–1
  2. 17:18WSHA. Protas(T. Wilson, R. Sandin)1–2
3rdshots 7–21
  1. 01:19WSHA. Ovechkin(D. Strome)1–3
  2. 11:32WSHD. Strome(A. Beauvillier, M. Fehérváry)1–4
  3. 18:03WSHT. Wilsonpower play(J. Carlson, D. Strome)1–5

score reads MIN–WSH

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

The numbers

XGBoost xG · NHL play-by-play
4.80
WSH chances
Goals their shots were worth
+0.2
Finishing
Goals above what those chances were worth
1.042
WSH puck luck
Above 1.000 — the bounces went their way
64.4%
Shot attempts
Over half — they had the puck more
Split by club

Who controlled the game

1.87Expected goals4.80
WSH 72% of the chance quality
14Shots on goal45
2High-danger chances4
42All attempts (Corsi)76
Adjusted for score: MIN 40% · WSH 60%
Faceoffs · WSH won74%off35%neu42%def
Source · NHL play-by-play · XGBoost xG
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
MIN0 / 2 · 0.51 xG
WSH1 / 4 · 0.87 xG
Medium dangermid-range
MIN1 / 10 · 1.01 xG
WSH2 / 27 · 3.24 xG
Low dangerperimeter & point
MIN0 / 30 · 0.35 xG
WSH2 / 45 · 0.69 xG

WSH went 2-for-45 from low danger on 0.69 expected goals — 1.3 above expected.

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

Finishing vs expected

expectedactual
MIN
1 G · 1.87 xG · -0.9
WSH
5 G · 4.80 xG · +0.2
0123456

MIN finished -0.9 against expected, WSH +0.2.

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

Shot diet

goalsshots
MIN
SNAP1/17
SLAP0/5
WRIST0/2
TIP IN0/2
BACKHAND0/2
DEFLECTED0/0
BAT0/0
OTHER0/14
WSH
SNAP2/26
SLAP0/7
WRIST1/7
TIP IN0/6
BACKHAND0/5
DEFLECTED2/4
BAT0/1
OTHER0/20
MIN
WSH
Off the rush
1 G on 15
1.23 xG
3 G on 32
2.84 xG
Off rebounds
0 G on 1
0.14 xG
1 G on 7
1.14 xG

Snap shots carried the volume: MIN went 1-for-17, WSH 2-for-26. WSH 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
F. Gustavsson
MIN · 40/45 · .889
-0.2
saved above expected
C
the night
By dangerG/attxGsaved
High danger1/40.9-0.1
Medium2/273.2+1.2
Low2/450.7-1.3

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

L. Thompson
WSH · 13/14 · .929
+0.9
saved above expected
B+
the night
By dangerG/attxGsaved
High danger0/20.5+0.5
Medium1/101.0+0.0
Low0/300.3+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

84 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
MIN
28 shots
1
Final
84 shots
WSH
56 shots
5
MIN attackWSH attack
MIN WSH Goal

Each club shoots toward its own end — MIN left, WSH 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
D. Strome
#17 · C · —
2 G · 2 A · 6 SOG · 17:52 on ice · +2
T. Wilson
#43 · R · —
1 G · 1 A · 3 SOG · 16:52 on ice
M. Fehérváry
#42 · D · —
0 G · 2 A · 6 SOG · 16:38 on ice · +2
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Fri, Oct 17
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJun 16, 2:55 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

This is a pick'em. The model projects a 2.6 to 2.6 game with Washington holding a marginal 51% win probability—essentially a coin flip.

Washington arrives hot with an 8-2-0 run in their last 10, but underlying numbers tell a more complicated story. Minnesota's shot quality remains superior: a 52.0% expected goals share at 5-on-5 against Washington's 50.0%, even though the Capitals edge the shot share itself, 49.0% Corsi to 48.0%. The gap narrows when you inspect results. Washington's PDO sits at 1.018—the team is running hot and can expect regression. Minnesota's PDO of 1.007 sits closer to sustainable levels, suggesting the Wild are getting what they deserve.

Players to Watch

Minnesota

  • Hunter Haight — 1.23 xG/60, 1G 1A, 8.3% shooting
  • Matt Boldy — 0.89 xG/60, 22G 18A, 5 HD goals, 13.7% shooting

Washington

  • Alex Ovechkin — 0.97 xG/60, 19G 17A, 2 HD goals, 13.8% shooting
  • Anthony Beauvillier — 0.89 xG/60, 14G 9A, 2 HD goals, 10.4% shooting

Minnesota's offense is efficient but faces Washington's penalty kill. The Capitals have found power-play rhythm behind their hot streak. Defensively, both teams show weak points—Minnesota through Matt Kiersted, Washington through Declan Chisholm—but neither is pronounced enough to settle the outcome alone.

Neither team generates much from chaos. Both run a 0% high-danger goal rate and 0% rebound goal rate, suggesting structured, controlled play rather than scrappy secondary chances. That favors slightly the team executing most cleanly—and on a given night, either can.

This is the rarest projection in hockey: a true toss-up.

Three Things to Watch

  • Washington's PDO regression. A 1.018 clip will normalize downward; Minnesota is positioned to capitalize.
  • Skilled-player execution. Boldy's 13.7% shooting, Ovechkin's 13.8%, and Beauvillier's 10.4% will determine the pace.
  • Defensive execution. Kiersted and Chisholm are weak links; whichever team shields theirs better wins.
What the model said beforehand

The model's lean

WSH 51%
51%
WSH
Model favorite
49%
51%
MIN50WSH

WSH by 2 points of win probability — effectively a coin flip. Projected score MIN 2.6–2.6 WSH; 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
MIN← edge
edge →WSH
52.0%50.0%
48.0%49.0%
2.552.62
2.402.62
2.042.18
1.931.79
1.0071.018

WSH holds 4 of 6 process categories — and the luck row (1.007 vs 1.018) says WSH has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · Last 10
MIN
5-4-1
-4 GD · 2d rest
WSH
8-2-0
+10 GD · 3d rest
1.007
MIN PDO
Luck gauge · drifts to 1.000
1.018
WSH PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Regression watch
  • WSH PDO is 1.018 — running hot, expect some regression.
Things to watch
  • WSH is the hotter team by points pace (8-2-0 in their last 10).
  • WSH PDO is 1.018 — running hot, expect some regression.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
MIN
Expected in goal
F. Gustavsson
2 days rest.870 last start
Backup Filip Gustavsson · +1.4 GSAx this season

No completed game on file for this club yet.

WSH
Expected in goal
L. Thompson
3 days rest.895 last start
Backup Logan Thompson · +29.3 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
MIN
Hunter Haight1G 1A
1.23 xG/60 · 0 HD · 8.3% sh
Matt Boldy22G 18A
0.89 xG/60 · 5 HD · 13.7% sh
WSH
Alex Ovechkin19G 17A
0.97 xG/60 · 2 HD · 13.8% sh
Anthony Beauvillier14G 9A
0.89 xG/60 · 2 HD · 10.4% sh
Keep going

Where to next