Backcheck
Recap · DET at OTT

Red Wings hold off the Senators

The Red Wings stole one. They lost the expected-goals battle 2.59–5.17 and won anyway.

By the ModelJul 11, 11:18 PMxG: xgboost-0.758Edited for clarity
Away
DET
Detroit Red Wings
5
Home
OTT
Ottawa Senators
3
FINAL
Process vs result

The underlying story

2.59Expected goals5.17
67% share for the better side
21Shot attempts (SOG)37
5High-danger chances10
45Corsi (all attempts)69
Score-adjusted: 34% / 67%
Source · NHL play-by-play · XGBoost xG

Detroit stole this one. The Red Wings beat Ottawa 5-3 despite surrendering 67% of expected goals, a heist powered by J. Gibson's net.

The Senators dominated the underlying metrics: 64% of shot attempts (37–21), 5.17 xG to 2.59, and a 10–5 edge in high-danger chances. Ottawa had no business losing. But hockey is not played on a spreadsheet—it's played in the blue paint.

J. Gibson recorded a 0.919 save percentage, surpassing expectation by 2.17 goals. L. Meriläinen faltered at 0.667 (-1.89 vs expected) and was replaced by H. Shepard, who managed 0.833 (-0.52 vs expected). The variance was decisive.

Detroit's efficiency erased the possession deficit. The Red Wings converted at a 40% clip on high-danger chances (2 of 5) and were lethal transitioning up ice—three goals on 21 rush attempts. Ottawa generated better looks but failed to capitalize, underperforming their xG by 2.17 goals while the Red Wings overperformed theirs by 2.41. Michael Rasmussen's snap shot from the high slot proved the turning point, a moment where Detroit's clinical finish and Ottawa's inability to finish converged.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
DET2 / 5 · 1.21 xG
OTT3 / 10 · 2.32 xG
Medium dangermid-range
DET2 / 8 · 0.85 xG
OTT0 / 17 · 1.97 xG
Low dangerperimeter & point
DET1 / 32 · 0.53 xG
OTT0 / 42 · 0.88 xG

OTT went 0-for-17 from medium danger on 1.97 expected goals — 2.0 left on the table.

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

Finishing vs expected

expectedactual
DET
5 G · 2.59 xG · +2.4
OTT
3 G · 5.17 xG · -2.2
0123456
Goalies · GSAx (goals saved above expected)
J. GibsonDET
+2.2
L. MeriläinenOTT
-1.9
H. ShepardOTT
-0.5

DET finished +2.4 against expected, OTT -2.2 — J. Gibson (DET) saved 2.2 goals above expected.

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

Shot diet

goalsshots
DET
WRIST2/15
SNAP3/6
SLAP0/1
TIP IN0/6
BACKHAND0/2
DEFLECTED0/1
WRAP AROUND0/0
OTHER0/14
OTT
WRIST3/31
SNAP0/8
SLAP0/13
TIP IN0/3
BACKHAND0/1
DEFLECTED0/1
WRAP AROUND0/1
OTHER0/11
DET
OTT
Off the rush
3 G on 21 · 1.31 xG
1 G on 39 · 3.49 xG
Off rebounds
2 G on 2 · 0.42 xG
1 G on 2 · 0.34 xG

Wrist shots carried the volume: DET went 2-for-15, OTT 3-for-31. DET scored 3 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. van Riemsdyk
#21 · L · DET
1 G · 2 A · 2 SOG · 12:44 TOI · +2
T. Stützle
#18 · C · OTT
0 G · 2 A · 2 SOG · 24:42 TOI · +2
J. Sanderson
#85 · D · OTT
0 G · 1 A · 4 SOG · 28:36 TOI
Ranked from the box score — points first · Backcheck
What the model flagged
  • DET stole this one. OTT owned 67% of the xG and lost.
  • J. Gibson (DET) stopped 2.2 goals above expected.
  • L. Meriläinen (OTT) gave up 1.9 goals more than expected — well below their workload.
  • Open game — 15 high-danger chances combined (OTT 10, DET 5).
  • DET was clinical in the high-danger zone — 2/5 on HD chances (40%).
  • DET was lethal off the rush — 3 goals on 21 rush chances.
  • OTT underperformed xG by 2.2 — wasted quality chances.
  • DET outperformed their expected goals by 2.4 — elite finishing or lucky bounces.
  • J. Gibson (DET) saved 2.2 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · DET at OTT · 7:30 PM ET

The Senators are the model's lean over the Red Wings on the underlying numbers

By the ModelJul 11, 11:15 PMEdited for clarity
Win probability

The model's lean

58%
OTT
Model favorite
42%
58%
DET50OTT

OTT by 16 points of win probability — a clear lean. Projected score DET 2.32.7 OTT; 18% chance it's tied after 60.

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

Tale of the tape

DET← edge
edge →OTT
49.0%5v5 xG%56.0%
49.0%Corsi%53.0%
2.38xGF / 602.66
2.50xGA / 602.12
1.73Goals for / gm2.18
2.07Goals against / gm1.99
0.985PDO — luck, not skill0.993

OTT holds 6 of 6 process categories — and PDO (0.985 vs 0.993) says OTT has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a DET 2.2 - 2.7 OTT game with the Senators at 58% win probability.

The Senators own the underlying play. They generate 56.0% of 5v5 expected goals against Detroit's 49.0%, a gap that translates to territorial dominance — Ottawa's Corsi sits at 53.0% to Detroit's 49.0%. This isn't a close matchup in terms of shot volume and quality. The Senators dictate where play happens.

Detroit's goaltending enters a vulnerability window. L. Meriläinen faces a back-to-back, creating uncertainty about whether Detroit runs him out again or pivots to a backup. Either way, the workload or rust matters here.

On offense, Ottawa leans on Brady Tkachuk, whose 1.19 xG/60 leads the matchup. He's compiled 11 goals and 20 assists with 2 high-danger chances, posting a 7.5% shooting percentage. Dylan Cozens offers secondary volume at 1.00 xG/60 — 13 goals, 15 assists, 1 high-danger chance at 9.5% shooting. Detroit counters with Alex DeBrincat, who carries 0.88 xG/60 but has delivered 17 goals and 28 assists, with 2 high-danger goals at a 9.0% clip. Marco Kasper rounds out Detroit's scoring: 7 goals, 8 assists, 1 high-danger goal, but only 6.1% on his chances — a sign he lacks DeBrincat's efficiency.

The efficiency gap cuts both ways. Detroit's PDO sits at 0.985, implying regression risk; Ottawa's 0.993 PDO suggests similar vulnerability. Neither team's finishing rates are sustainable, but the Senators' superior underlying numbers mean they're getting the volume advantage even if both normalize.

The model's preference for Ottawa reflects this: better possession, more dangerous play, and a more reliable scoring threat in Tkachuk. Detroit has the firepower in DeBrincat to punish Ottawa if the Senators misfire, but the structural numbers favor Ottawa's pace and possession. The goaltending situation adds a wrinkle — if Meriläinen is fatigued, it compounds Detroit's disadvantage.

Computed danger · scouting

Players to watch

DET
Alex DeBrincat17G 28A
0.88 xG/60 · 2 HD · 9.0% sh
Marco Kasper7G 8A
0.81 xG/60 · 1 HD · 6.1% sh
OTT
Brady Tkachuk11G 20A
1.19 xG/60 · 2 HD · 7.5% sh
Dylan Cozens13G 15A
1.00 xG/60 · 1 HD · 9.5% sh
Source · MoneyPuck skaters