Backcheck
Recap · OTT at MTL

Senators run the Canadiens off the ice on the underlying numbers

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

By the ModelJul 11, 6:38 PMxG: xgboost-0.758Edited for clarity
Away
OTT
Ottawa Senators
5
Home
MTL
Montreal Canadiens
2
FINAL
Process vs result

The underlying story

4.54Expected goals2.11
68% share for the better side
29Shot attempts (SOG)22
9High-danger chances1
63Corsi (all attempts)48
Score-adjusted: 52% / 48%
Source · NHL play-by-play · XGBoost xG

Ottawa dominated by shot quality. The Senators generated 4.54 expected goals to Montreal's 2.11, controlling 68% of the 5v5 battle. More striking: high-danger chances favored Ottawa 9–1, a gulf that renders the 5–2 final score understated.

Montreal kept the shot volume reasonably close—22 to 29—but quality diverged sharply. At 0.044 expected goals per shot, the Canadiens generated offense with less efficiency than Ottawa's 0.072. This explains why S. Montembeault, faced with 29 shots, gave up 5 goals. L. Ullmark, facing 22, allowed just 2.

Where Montreal struck. The Canadiens' power play was dangerous: 2 goals on 5 shots (0.42 xG). On the rush, they converted 2 of 23 chances—solid, though Ottawa's rush conversion (4 of 28) still outpaced it.

Where Ottawa separated. The Senators dominated the net-front battle, generating 4 rebound opportunities and converting 1. Brady Tkachuk's snap shot from the high slot at 12:43 of the third period opened the floodgates. J. Spence (2A) and T. Kleven (2A) ran the offense; both logged over 20 minutes.

The underlying margin was comprehensive. Ottawa's attack was sharper, their goaltender more composed under pressure, and their rush execution more lethal. Montreal's offensive sparks—especially the power play—came too sparsely to matter.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
OTT3 / 9 · 2.29 xG
MTL0 / 1 · 0.21 xG
Medium dangermid-range
OTT1 / 13 · 1.74 xG
MTL2 / 11 · 1.31 xG
Low dangerperimeter & point
OTT1 / 41 · 0.51 xG
MTL0 / 36 · 0.59 xG

OTT went 1-for-13 from medium danger on 1.74 expected goals — 0.7 left on the table.

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

Finishing vs expected

expectedactual
OTT
5 G · 4.54 xG · +0.5
MTL
2 G · 2.11 xG · -0.1
0123456
Goalies · GSAx (goals saved above expected)
L. UllmarkOTT
+0.1
S. MontembeaultMTL
-0.5

OTT finished +0.5 against expected, MTL -0.1 — S. Montembeault (MTL) allowed 0.5 more goals than expected.

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

Shot diet

goalsshots
OTT
SNAP3/27
TIP IN0/5
WRIST0/4
SLAP1/4
BACKHAND1/2
DEFLECTED0/1
WRAP AROUND0/1
OTHER0/19
MTL
SNAP2/22
TIP IN0/4
WRIST0/3
SLAP0/0
BACKHAND0/2
DEFLECTED0/1
WRAP AROUND0/0
OTHER0/16
OTT
MTL
Off the rush
4 G on 28 · 2.63 xG
2 G on 23 · 1.74 xG
Off rebounds
1 G on 4 · 1.00 xG
0 G on 2 · 0.26 xG

Snap shots carried the volume: OTT went 3-for-27, MTL 2-for-22. OTT scored 4 of theirs off the rush.

Source · Backcheck xG model · NHL shot types
Three stars · computed, not voted
J. Spence
#10 · D · OTT
0 G · 2 A · 0 SOG · 21:01 TOI · +3
T. Kleven
#43 · D · OTT
0 G · 2 A · 0 SOG · 20:52 TOI · +3
N. Suzuki
#14 · C · MTL
1 G · 1 A · 3 SOG · 20:10 TOI · -1
Ranked from the box score — points first · Backcheck
What the model flagged
  • MTL had the shot volume but the chances weren't dangerous.
  • OTT had the higher quality looks — 0.072 xG/shot vs 0.044.
  • MTL was lethal off the rush — 2 goals on 23 rush chances.
  • OTT was lethal off the rush — 4 goals on 28 rush chances.
  • OTT created 4 rebound opportunities (1 converted) — crashing the net effectively.
  • MTL power play was dominant — 2 PPG on 5 PP shots (0.42 xG).
Before the game — the model's pre-game read
Preview · OTT at MTL · 7:00 PM ET

Senators at Canadiens: a genuine coin flip

By the ModelJul 11, 6:35 PMEdited for clarity
Win probability

The model's lean

55%
OTT
Model favorite
55%
45%
OTT50MTL

OTT by 10 points of win probability — a modest lean. Projected score OTT 2.62.4 MTL; 18% chance it's tied after 60.

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

Tale of the tape

OTT← edge
edge →MTL
56.0%5v5 xG%48.0%
53.0%Corsi%49.0%
2.66xGF / 602.41
2.12xGA / 602.62
2.18Goals for / gm2.24
1.99Goals against / gm1.96
0.993PDO — luck, not skill1.018

OTT holds 4 of 6 process categories — and PDO (0.993 vs 1.018) says MTL has run hotter.

Source · MoneyPuck season tables · 5v5

The model likes Ottawa by a hair. The projection: 2.6 goals for the Senators, 2.4 for the Canadiens, 55% win probability—close enough that a coin flip would yield the same answer.

The reason it's so tight: Ottawa controls the underlying play, but Montreal is overperforming its talent. The Senators own 56.0% of 5v5 expected goals against 48.0%. They drive territorial pressure at 53.0% Corsi—they dictate where play happens. But the Canadiens are running hot with a 1.018 PDO, meaning they're converting at rates they won't sustain. Montreal sits at -11 goal differential over its last 10 games, a warning that regression is coming.

The Senators' edge is structural. Brady Tkachuk carries 1.19 expected goals per 60 minutes with 11 goals on a 7.5% shooting rate—a sustainable conversion rate against the quality of his chances. Dylan Cozens produces 1.00 xG/60 with 13 goals on 9.5% shooting; his rate sits close enough to expectation that variance could break either way. Neither is shooting hot.

Montreal's power depends on unsustainable finishing. Cole Caufield has 33 goals on just 0.97 xG/60, a chasm between opportunity and results. His 20.0% shooting rate, anchored by just 1 high-danger goal, cannot hold. Oliver Kapanen contributes 0.83 xG/60 with 19 goals—4 from high-danger areas—on 17.8% shooting; he too is running well above what his talent suggests.

The defensive weak links tell you where each team bleeds. Nick Jensen is Ottawa's vulnerability. Mike Matheson is Montreal's. Neither team generates meaningful high-danger or rebound-goal volume—both at 0%—so the game lives in shot volume and the conversion rates that will eventually normalize.

The Senators have built a better team. They do the work Montreal does not. But Montreal is shooting like they're destined to win, and hot teams steal games. The model split it down the middle because the edge is genuinely thin. It probably is.

Computed danger · scouting

Players to watch

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
MTL
Cole Caufield33G 16A
0.97 xG/60 · 1 HD · 20.0% sh
Oliver Kapanen19G 12A
0.83 xG/60 · 4 HD · 17.8% sh
Source · MoneyPuck skaters