Backcheck
Recap · STL at CHI

Blackhawks pull away from the Blues

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

By the ModelJul 12, 12:21 AMxG: xgboost-0.758Edited for clarity
Away
STL
St. Louis Blues
3
Home
CHI
Chicago Blackhawks
7
FINAL
Process vs result

The underlying story

3.94Expected goals3.90
50% share for the better side
30Shot attempts (SOG)35
6High-danger chances7
64Corsi (all attempts)56
Score-adjusted: 56% / 44%
Source · NHL play-by-play · XGBoost xG

Expected goals predicted a close game; the final score did not. Chicago's 7-3 victory over St. Louis masked underlying metrics that suggested a much tighter contest — expected goals finished 3.90–3.94, essentially even, yet the Blackhawks' 7 goals soundly beat the Blues' 3.

The underlying advantage belonged to Chicago: 54% of shot attempts (35–30), plus 7 high-danger chances to St. Louis' 6. But the gap between forecast and result was vast. Chicago overperformed its expected goals by 3.10; St. Louis underperformed by 0.94.

Goaltending explained the divergence. S. Knight (CHI) saved 27 of 30 at 0.900, exceeding expectations by 0.94 goals. J. Binnington (STL) allowed 28 of 35 at 0.800, falling 3.10 short—a wall on high-danger looks where he faced 7 and stopped all 7.

The power play delivered the decisive edge: Chicago scored 3 on 13 attempts (0.84 expected goals), exploiting special teams where 5-on-5 play suggested parity.

Nathan Walker's batted-in shot from the doorstep (third period, 13:19) marked the turning point—Chicago executed from there while St. Louis failed to capitalize on its chances.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
STL2 / 6 · 1.31 xG
CHI0 / 7 · 1.50 xG
Medium dangermid-range
STL1 / 19 · 2.13 xG
CHI6 / 18 · 1.91 xG
Low dangerperimeter & point
STL0 / 39 · 0.50 xG
CHI1 / 31 · 0.49 xG

CHI went 6-for-18 from medium danger on 1.91 expected goals — 4.1 above expected.

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

Finishing vs expected

expectedactual
STL
3 G · 3.94 xG · -0.9
CHI
7 G · 3.90 xG · +3.1
012345678
Goalies · GSAx (goals saved above expected)
J. BinningtonSTL
-3.1
S. KnightCHI
+0.9

STL finished -0.9 against expected, CHI +3.1 — J. Binnington (STL) allowed 3.1 more goals than expected.

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

Shot diet

goalsshots
STL
WRIST0/25
SLAP0/5
BACKHAND0/4
SNAP2/7
TIP IN0/0
DEFLECTED0/2
WRAP AROUND0/2
BAT1/1
OTHER0/18
CHI
WRIST2/29
SLAP2/6
BACKHAND1/5
SNAP0/1
TIP IN2/5
DEFLECTED0/1
WRAP AROUND0/0
BAT0/0
OTHER0/9
STL
CHI
Off the rush
3 G on 30 · 2.98 xG
6 G on 24 · 2.25 xG
Off rebounds
0 G on 1 · 0.20 xG
0 G on 7 · 1.16 xG

Wrist shots carried the volume: STL went 0-for-25, CHI 2-for-29. CHI scored 6 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
C. Murphy
#5 · D · CHI
1 G · 1 A · 2 SOG · 19:08 TOI · +2
L. Crevier
#46 · D · CHI
1 G · 1 A · 2 SOG · 17:35 TOI · +1
M. Grzelcyk
#48 · D · CHI
0 G · 2 A · 1 SOG · 16:59 TOI · +2
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Binnington (STL) gave up 3.1 goals more than expected — well below their workload.
  • CHI couldn't convert — 0/7 on high-danger chances. That won't happen often.
  • CHI was lethal off the rush — 6 goals on 24 rush chances.
  • STL was lethal off the rush — 3 goals on 30 rush chances.
  • CHI created 7 rebound opportunities (0 converted) — crashing the net effectively.
  • CHI outperformed their expected goals by 3.1 — elite finishing or lucky bounces.
  • J. Binnington was a wall on HD chances — 100% SV on 7 high-danger shots.
  • CHI power play was dominant — 3 PPG on 13 PP shots (0.84 xG).
Before the game — the model's pre-game read
Preview · STL at CHI · 9:30 PM ET

Blues at Blackhawks: a genuine coin flip

By the ModelJul 11, 11:40 PMEdited for clarity
Win probability

The model's lean

54%
STL
Model favorite
54%
46%
STL50CHI

STL by 8 points of win probability — a modest lean. Projected score STL 2.62.4 CHI; 18% chance it's tied after 60.

Source · Backcheck Poisson projection · season scoring rates
Season profile · edge from the spine

Tale of the tape

STL← edge
edge →CHI
49.0%5v5 xG%42.0%
48.0%Corsi%46.0%
2.34xGF / 602.17
2.40xGA / 602.94
2.00Goals for / gm1.84
2.12Goals against / gm2.41
1.000PDO — luck, not skill0.996

STL holds 6 of 6 process categories — and PDO (1.000 vs 0.996) says STL has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.6–2.4 goal game with St. Louis at 54% win probability—essentially a pick'em. This matchup offers no clear read beyond the data's inherent uncertainty.

Both teams arrive wounded. Chicago sits at -9 goal differential over its last 10 games; St. Louis at -5. Neither side has found recent form, which narrows the gap between what the metrics suggest and what will actually happen on the ice.

The underlying play belongs to St. Louis. The Blues own 49.0% expected goals share at 5v5 compared to Chicago's 42.0%, and their 48.0% Corsi% exceeds the Blackhawks' 46.0%. Both metrics confirm the same judgment: St. Louis dominates possession and shot quality. PDO tells no story—1.000 for the Blues versus 0.996 for Chicago indicates neither team is significantly over- or under-performing its true talent.

Rest tilts the other way. Chicago arrives on 2 days' rest while St. Louis has 4 days to recover and prepare. That edge matters when both rosters are running on fumes.

Players to Watch

STL

  • Jimmy Snuggerud — 0.86 xG/60, 15G, 22A, 2 HD goals, 11.9% shooting
  • Dylan Holloway — 0.82 xG/60, 13G, 24A, 1 HD goal, 10.8% shooting

CHI

  • Tyler Bertuzzi — 0.85 xG/60, 20G, 15A, 7 HD goals, 18.0% shooting
  • Connor Bedard — 0.82 xG/60, 17G, 27A, 5 HD goals, 11.8% shooting

The matchup will be decided by execution at the individual level. Bertuzzi's efficiency—18.0% shooting rate with 7 high-danger goals—suggests a forward getting to dangerous areas and finishing at an elite rate. Bedard's 5 high-danger chances confirm Chicago has legitimate finishing talent, even if the overall shooting percentage trails. St. Louis counters with volume; Snuggerud and Holloway generate consistent looks without the conversion rates.

St. Louis' structural advantage in shot quality and possession should compound over 60 minutes. But Chicago's rest advantage could crystallize into a third-period surge that tips a coin flip. Process and circumstance point in opposite directions, which is exactly what makes this genuine.

Computed danger · scouting

Players to watch

STL
Jimmy Snuggerud15G 22A
0.86 xG/60 · 2 HD · 11.9% sh
Dylan Holloway13G 24A
0.82 xG/60 · 1 HD · 10.8% sh
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
Source · MoneyPuck skaters