Motion-blurred skater in a Winnipeg Jets sweater
Breakdown · WPG at MIN

Jets pull away from the Wild

The verdict · stolen

The Jets stole one. They lost the expected-goals battle 3.22–3.78 and won anyway.

WPG 6 · MIN 2
◆ By the ModelJul 12, 12:58 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

Winnipeg's 6-2 victory belies how close the underlying play was: expected goals nearly split even at 3.78-3.22, with Minnesota actually edging the Jets in shot attempts (54% of attempts, 34-29 on goal). This was a game the scoreboard won decisively but the data insists should have been tight.

The gap came down to goaltending. C. Hellebuyck stopped shots 1.78 goals above expected (0.941 SV% on 32 saves), while J. Wallstedt imploded below expectation by 3.78 goals despite light volume (0.700 SV% on 14 saves). Winnipeg's clinical execution in high-danger areas—converting 3 of 6 chances (50%)—meant every mistake Wallstedt made had scoreboard weight.

The Jets' precision extended beyond the crease. They scored twice from low-danger situations and found two goals off the rush on 22 chances. Minnesota created three rebound opportunities but converted none, while Winnipeg created six and buried three. The Wild underperformed by 1.8 goals against their xG—a shortfall that stung more because they'd earned that quality with 8 high-danger chances to Winnipeg's 6. They had the setup; Wallstedt and the finishing just never aligned.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Jan 15
WPG
6
MIN
2

Jets pull away from the Wild

Chances 3.2 – 3.8Did they deserve it? →
Did they deserve it?

The Wild deserved better.

Expected goals · chance value
WPG
3.22
MIN
3.78
46% of the chances54%

The board read WPG 6, MIN 2. The chances read WPG 3.2, MIN 3.8.

Our xG model · NHL play-by-play · all situations
Luck check
WPG
+2.8
goals above expected
WPG3.22 expected · 6 scored
Expected
Scored
MIN3.78 expected · 2 scored
Expected
Scored

The Jets scored 2.8 more than their chances were worth. That does not repeat.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 14:08WPGJ. ToewsPP1–0
  2. P1 19:49WPGT. Pearson2–0
  3. P1 19:57WPGJ. Morrissey3–0
  4. P2 04:53MIND. Yurov3–1
  5. P2 09:33WPGL. Stanley4–1
  6. P2 12:51WPGG. VilardiPP5–1
  7. P2 17:12WPGM. Scheifele6–1
+1 more on the full breakdown
NHL play-by-play · chance value from our xG model
Where the shots came from
WPG
41 shots
6
Final
88 shots
MIN
47 shots
2
WPG attackMIN attack
WPG MIN Goal
41
shots · 6 in
47
shots · 2 in
Every unblocked shot · press play to replay it
Chances by danger
WPGMIN
3 / 6
1.47 xG
High danger
2 / 8
2.08 xG
1 / 11
1.13 xG
Medium
0 / 11
1.05 xG
2 / 32
0.62 xG
Low
0 / 40
0.65 xG

The Jets buried 3 of 6 high-danger looks.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A+
F. Gustavsson
+3.2
MIN · 9/9
A
C. Hellebuyck
+1.8
WPG · 32/34
+1 more on the full breakdown
The numbers, checked
BACKCHECK

Jets pull away from the Wild

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 10–11
  1. 14:08WPGJ. Toewspower play(G. Vilardi, M. Scheifele)1–0
  2. 19:49WPGT. Pearson(M. Barron, D. DeMelo)2–0
  3. 19:57WPGJ. Morrissey(M. Scheifele, J. Toews)3–0
2ndshots 10–13
  1. 04:53MIND. Yurov(J. Middleton, V. Tarasenko)3–1
  2. 09:33WPGL. Stanley4–1
  3. 12:51WPGG. Vilardipower play(J. Morrissey, M. Scheifele)5–1
  4. 17:12WPGM. Scheifele(A. Iafallo, K. Connor)6–1
3rdshots 9–10
  1. 17:18MINM. Johansson(M. Boldy, R. Hartman)6–2

score reads WPG–MIN

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

The numbers

XGBoost xG · NHL play-by-play
3.22
WPG chances
Goals their shots were worth
+2.8
Finishing
Goals above what those chances were worth
1.089
WPG puck luck
Above 1.000 — the bounces went their way
45.4%
Shot attempts
Under half — they were outshot
Split by club

Who controlled the game

3.22Expected goals3.78
MIN 54% of the chance quality
29Shots on goal34
6High-danger chances8
49All attempts (Corsi)59
Adjusted for score: WPG 39% · MIN 61%
Faceoffs · MIN won59%off47%neu43%def
Source · NHL play-by-play · XGBoost xG
How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
WPG3 / 6 · 1.47 xG
MIN2 / 8 · 2.08 xG
Medium dangermid-range
WPG1 / 11 · 1.13 xG
MIN0 / 11 · 1.05 xG
Low dangerperimeter & point
WPG2 / 32 · 0.62 xG
MIN0 / 40 · 0.65 xG

WPG went 3-for-6 from high danger on 1.47 expected goals — 1.5 above expected.

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

Finishing vs expected

expectedactual
WPG
6 G · 3.22 xG · +2.8
MIN
2 G · 3.78 xG · -1.8
01234567

WPG finished +2.8 against expected, MIN -1.8.

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

Shot diet

goalsshots
WPG
WRIST2/23
SLAP3/11
SNAP1/4
BACKHAND0/1
DEFLECTED0/2
TIP IN0/0
BAT0/0
OTHER0/8
MIN
WRIST1/32
SLAP0/4
SNAP1/6
BACKHAND0/2
DEFLECTED0/0
TIP IN0/2
BAT0/1
OTHER0/12
WPG
MIN
Off the rush
2 G on 22
1.65 xG
1 G on 26
2.62 xG
Off rebounds
3 G on 6
1.30 xG
0 G on 3
0.43 xG

Wrist shots carried the volume: WPG went 2-for-23, MIN 1-for-32. WPG scored 2 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
C. Hellebuyck
WPG · 32/34 · .941
+1.8
saved above expected
A
the night
By dangerG/attxGsaved
High danger2/82.1+0.1
Medium0/111.1+1.1
Low0/400.7+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. Wallstedt
MIN · 14/20 · .700
-2.8
saved above expected
F
the night
By dangerG/attxGsaved
High danger3/61.5-1.5
Medium1/111.1+0.1
Low2/320.6-1.4

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

F. Gustavsson
MIN · 9/9 · 1.000
+3.2
saved above expected
A+
the night
By dangerG/attxGsaved
High danger3/61.5-1.5
Medium1/111.1+0.1
Low2/320.6-1.4

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

88 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
WPG
41 shots
6
Final
88 shots
MIN
47 shots
2
WPG attackMIN attack
WPG MIN Goal

Each club shoots toward its own end — WPG left, MIN 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
M. Scheifele
#55 · C · WPG
1 G · 3 A · 2 SOG · 18:55 on ice · +2
J. Morrissey
#44 · D · WPG
1 G · 1 A · 2 SOG · 22:13 on ice · +2
G. Vilardi
#13 · C · WPG
1 G · 1 A · 3 SOG · 16:06 on ice · -1
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Thu, Jan 15
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 12:55 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

Minnesota's analytical edge is narrow but decisive. The model projects a 2.4–2.7 game in Minnesota's favor, with the Wild at 55% win probability—a lean driven entirely by superior shot quality, not shot volume.

The Wild own the underlying play at 5v5, generating 52.0% expected goals compared to Winnipeg's 48.0%. Corsi tells a murkier story: the teams are nearly even at the puck level (MIN 48.0%, WPG 49.0%), meaning Minnesota converts marginal possession into cleaner chances. Winnipeg's PDO sits at 0.998, suggesting neutral regression, while Minnesota checks in at 1.007—a minor positive bias that shouldn't persist.

C. Hellebuyck enters on a back-to-back, the first meaningful variable outside the model. Winnipeg could pivot to a backup or risk sending a fatigued Hellebuyck into a game where Minnesota's shot-quality advantage looms larger.

Players to Watch

Winnipeg:

  • Nino Niederreiter (0.87 xG/60, 6G 6A, 3 HD goals, 8.6% shooting)
  • Kyle Connor (0.83 xG/60, 25G 30A, 2 HD goals, 13.0% shooting)

Minnesota:

  • Matt Boldy (0.89 xG/60, 22G 18A, 5 HD goals, 13.7% shooting)
  • Robby Fabbri (0.88 xG/60, 2G 3A, 1 HD goal, 6.9% shooting) — likely out

Minnesota can neutralize Niederreiter's season-long excellence—6 goals, 0.87 xG/60, 3 high-danger goals—by deploying quality matchups. Winnipeg's defensive weak link is Colin Miller; Minnesota's is Matt Kiersted. The depth-scoring mismatch tilts Minnesota's way: Boldy's 5 high-danger goals and 22 finishes put him several tiers above Fabbri's production, and Fabbri's absence removes even that counterweight.

The model sees this as a coin-flip probability game that leans the right way for Minnesota. The underlying numbers confirm it.

What the model said beforehand

The model's lean

MIN 55%
55%
MIN
Model favorite
45%
55%
WPG50MIN

MIN by 10 points of win probability — a modest lean. Projected score WPG 2.4–2.7 MIN; 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
WPG← edge
edge →MIN
48.0%52.0%
49.0%48.0%
2.342.55
2.552.40
1.902.04
2.101.93
0.9981.007

MIN holds 5 of 6 process categories — and the luck row (0.998 vs 1.007) says MIN has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · Last 10
WPG
3-5-2
-3 GD · 1d rest
MIN
4-2-4
-1 GD · 2d rest
0.998
WPG PDO
Luck gauge · drifts to 1.000
1.007
MIN PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Where the edges live
  • The Wild own the underlying play — 52.0% 5v5 xG vs 48.0%.
Things to watch
  • The Wild own the underlying play — 52.0% 5v5 xG vs 48.0%.
  • C. Hellebuyck is on a back-to-back — watch for a backup start or a tired starter.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
WPG
Expected in goal
C. Hellebuyck
back-to-back.852 last start
Backup Connor Hellebuyck · +5.5 GSAx this season
Back-to-back: the backup often gets this one. Treat the starter as unconfirmed.

No completed game on file for this club yet.

MIN
Expected in goal
J. Wallstedt
2 days rest.828 last start
Backup Filip Gustavsson · +1.4 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
WPG
Nino Niederreiter6G 6A
0.87 xG/60 · 3 HD · 8.6% sh
Kyle Connor25G 30A
0.83 xG/60 · 2 HD · 13.0% sh
MIN
Matt Boldy22G 18A
0.89 xG/60 · 5 HD · 13.7% sh
Robby Fabbri2G 3A
0.88 xG/60 · 1 HD · 6.9% sh
Keep going

Where to next