Motion-blurred skater in a red sweater
Breakdown · CHI at MIN

Blackhawks hold off the Wild

The verdict · earned

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

CHI 2 · MIN 1
◆ By the ModelJul 12, 7:55 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

Minnesota dominated in volume but lacked the precision to capitalize. The Blackhawks won 2-1 while controlling 56% of 5v5 expected goals (3.31–2.60), despite the Wild holding 53% of shot attempts (29–26 on goal). Chicago's underlying metrics—particularly expected goals—told a different story than the shot count.

Minnesota generated three high-danger chances to Chicago's one, but converted only one into a goal. That 1.60-goal underperformance against their 2.60 xG revealed the gap between opportunity and execution. Chicago's S. Knight made the difference, recording 28 saves on 29 shots for a 0.966 save percentage, outperforming his expected performance by 1.60 goals. The Wild's J. Wallstedt posted 24 saves on 26 shots (0.923 SV%), +1.31 vs expected—sharp work that still fell short.

Chicago's edge came from converting when it mattered. Two goals on 28 rush chances showed clinical execution, with Nico Sturm's snap shot from the top of the circles at 15:47 in the second period serving as the turning point. Chicago also underperformed their 3.31 xG by 1.31 goals, suggesting they too left chances on the table—but they won because they finished better than Minnesota did.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Mar 19
CHI
2
MIN
1

Blackhawks hold off the Wild

Chances 3.3 – 2.6Did they deserve it? →
Did they deserve it?

The Blackhawks earned this one.

Expected goals · chance value
CHI
3.31
MIN
2.60
56% of the chances44%

The board read CHI 2, MIN 1. The chances read CHI 3.3, MIN 2.6.

Our xG model · NHL play-by-play · all situations
Luck check
CHI
−1.3
goals above expected
CHI3.31 expected · 2 scored
Expected
Scored
MIN2.60 expected · 1 scored
Expected
Scored

The Wild left 1.6 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 16:22CHII. Mikheyev1–0
  2. P2 11:47CHIC. Bedard2–0
  3. P2 15:47MINN. Sturm2–1
NHL play-by-play · chance value from our xG model
Where the shots came from
CHI
40 shots
2
Final
83 shots
MIN
43 shots
1
CHI attackMIN attack
CHI MIN Goal
40
shots · 2 in
43
shots · 1 in
Every unblocked shot · press play to replay it
Chances by danger
CHIMIN
0 / 1
0.87 xG
High danger
0 / 3
0.70 xG
2 / 19
1.97 xG
Medium
0 / 11
1.28 xG
0 / 37
0.46 xG
Low
1 / 39
0.62 xG

The Wild went 0 for 3 from the slot.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A
S. Knight
+1.6
CHI · 28/29
B+
J. Wallstedt
+1.3
MIN · 24/26
The numbers, checked
BACKCHECK

Blackhawks hold off 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 11–8
  1. 16:22CHII. Mikheyev(A. Mangiapane)1–0
2ndshots 6–14
  1. 11:47CHIC. Bedard2–0
  2. 15:47MINN. Sturm(H. Haight, B. Faber)2–1
3rdshots 9–7no goals

    score reads CHI–MIN

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

    The numbers

    XGBoost xG · NHL play-by-play
    3.31
    CHI chances
    Goals their shots were worth
    −1.3
    Finishing
    Goals below what those chances were worth
    1.016
    CHI puck luck
    About 1.000 — a normal night for bounces
    51.8%
    Shot attempts
    Over half — they had the puck more
    Split by club

    Who controlled the game

    3.31Expected goals2.60
    CHI 56% of the chance quality
    26Shots on goal29
    1High-danger chances3
    57All attempts (Corsi)53
    Adjusted for score: CHI 49% · MIN 51%
    Faceoffs · MIN won70%off64%neu35%def
    Source · NHL play-by-play · XGBoost xG
    How the game was won

    The danger ladder

    shotsgoalsexpected
    High dangerslot & crease
    CHI0 / 1 · 0.87 xG
    MIN0 / 3 · 0.70 xG
    Medium dangermid-range
    CHI2 / 19 · 1.97 xG
    MIN0 / 11 · 1.28 xG
    Low dangerperimeter & point
    CHI0 / 37 · 0.46 xG
    MIN1 / 39 · 0.62 xG

    MIN went 0-for-11 from medium danger on 1.28 expected goals — 1.3 left on the table.

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

    Finishing vs expected

    expectedactual
    CHI
    2 G · 3.31 xG · -1.3
    MIN
    1 G · 2.60 xG · -1.6
    01234

    CHI finished -1.3 against expected, MIN -1.6.

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

    Shot diet

    goalsshots
    CHI
    WRIST1/26
    SNAP0/6
    BACKHAND1/2
    TIP IN0/2
    SLAP0/3
    DEFLECTED0/1
    POKE0/0
    WRAP AROUND0/0
    OTHER0/17
    MIN
    WRIST0/19
    SNAP1/6
    BACKHAND0/7
    TIP IN0/6
    SLAP0/2
    DEFLECTED0/1
    POKE0/1
    WRAP AROUND0/1
    OTHER0/10
    CHI
    MIN
    Off the rush
    2 G on 28
    2.13 xG
    1 G on 30
    2.16 xG
    Off rebounds
    0 G on 0
    0.00 xG
    0 G on 1
    0.04 xG

    Wrist shots carried the volume: CHI went 1-for-26, MIN 0-for-19. CHI 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
    S. Knight
    CHI · 28/29 · .966
    +1.6
    saved above expected
    A
    the night
    By dangerG/attxGsaved
    High danger0/30.7+0.7
    Medium0/111.3+1.3
    Low1/390.6-0.4

    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

    J. Wallstedt
    MIN · 24/26 · .923
    +1.3
    saved above expected
    B+
    the night
    By dangerG/attxGsaved
    High danger0/10.9+0.9
    Medium2/192.0-0.0
    Low0/370.5+0.5

    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

    83 shots · press play to watch the game back

    Where the shots came from

    NHL play-by-play coordinates
    CHI
    40 shots
    2
    Final
    83 shots
    MIN
    43 shots
    1
    CHI attackMIN attack
    CHI MIN Goal

    Each club shoots toward its own end — CHI 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
    C. Bedard
    #98 · C · CHI
    1 G · 0 A · 6 SOG · 23:54 on ice · +1
    B. Faber
    #7 · D · MIN
    0 G · 1 A · 1 SOG · 23:01 on ice · -1
    I. Mikheyev
    #95 · R · CHI
    1 G · 0 A · 2 SOG · 15:10 on ice · +1
    Ranked from the box score — points first · Backcheck
    What the model said beforehand

    Before the game

    Written Thu, Mar 19
    Open the pre-game read
    Written from the numbers

    The read

    Edited for clarity
    ◆ By the ModelJul 12, 7:53 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 advantage is baked into the underlying play. The model projects a 2.3–2.9 Chicago loss with the Wild holding 60% win probability.

    The gap is real. Minnesota owns 52.0% 5v5 expected goals versus Chicago's 42.0%. Corsi% echoes it: 48.0% for the Wild, 46.0% for the Blackhawks. Both teams carry identical PDO values—Chicago at 0.996, Minnesota at 1.007—suggesting neither goalie luck nor bad fortune ahead.

    Chicago arrives hobbled. Over their last 10 games, the Blackhawks sit at -8 in goal differential, a weight that compounds against a team outplaying them at even strength.

    Minnesota's edge runs through production. Matt Boldy leads with 0.89 xG/60 and 22 goals on 18 assists, including 5 high-danger tallies. At 13.7% shooting, he's converting at an efficient clip. Robby Fabbri mirrors that value: 0.88 xG/60, though his 6.9% shooting and 2–3 assist line suggest his shot generation has outpaced his results. (Fabbri is marked likely unavailable.)

    Chicago counters with talent that shouldn't be dismissed. Tyler Bertuzzi anchors the Blackhawks at 0.85 xG/60 and 20 goals, backed by an 18.0% shooting rate and 7 high-danger conversions. Connor Bedard (0.82 xG/60) has compiled 17 goals and 27 assists but at a cool 11.8% shooting—the kind of variance that often corrects upward.

    Both teams show a curious statistical artifact: neither has converted any high-danger chances or rebound opportunities. That's functionally impossible and likely reflects incomplete tracking or data error. Their defensive weak points—Anton Frondell for Chicago, Matt Kiersted for Minnesota—lack clear supporting evidence.

    The model's lean on Minnesota rests on a simple premise: the Wild control the game at 5v5, and that control yields 60% win probability. Chicago's recent skid and the xG% gap are headwinds the Blackhawks' talent can't fully overcome.

    What the model said beforehand

    The model's lean

    MIN 60%
    60%
    MIN
    Model favorite
    40%
    60%
    CHI50MIN

    MIN by 20 points of win probability — a clear lean. Projected score CHI 2.3–2.9 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
    CHI← edge
    edge →MIN
    42.0%52.0%
    46.0%48.0%
    2.172.55
    2.942.40
    1.842.04
    2.411.93
    0.9961.007

    MIN holds 6 of 6 process categories — and the luck row (0.996 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
    CHI
    3-4-3
    -8 GD · 2d rest
    MIN
    4-4-2
    +1 GD · 2d rest
    0.996
    CHI 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 42.0%.
    Things to watch
    • The Wild own the underlying play — 52.0% 5v5 xG vs 42.0%.
    • The Blackhawks are underwater at -8 goal differential over their last 10.
    Last game's lineup · confirmed at warm-up

    Lineups

    NHL box score
    CHI
    Expected in goal
    S. Knight
    2 days rest.892 last start
    Backup Spencer Knight · +10.9 GSAx this season

    No completed game on file for this club yet.

    MIN
    Expected in goal
    F. Gustavsson
    2 days rest.875 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
    CHI
    Tyler Bertuzzi20G 15A
    0.85 xG/60 · 7 HD · 18.0% sh
    Connor Bedard17G 27A
    0.82 xG/60 · 5 HD · 11.8% 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