Backcheck
Recap · TOR at OTT

Senators run the Maple Leafs off the ice on the underlying numbers

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

By the ModelJul 12, 8:19 AMxG: xgboost-0.758Edited for clarity
Away
TOR
Toronto Maple Leafs
2
Home
OTT
Ottawa Senators
5
FINAL
Process vs result

The underlying story

2.08Expected goals6.61
76% share for the better side
14Shot attempts (SOG)44
5High-danger chances9
33Corsi (all attempts)73
Score-adjusted: 35% / 65%
Source · NHL play-by-play · XGBoost xG

Ottawa's 5-2 win over Toronto understates their dominance—the Senators controlled 76% of 5v5 expected goals (6.61–2.08). This level of offensive control made even their lopsided scoreline feel close relative to the underlying production.

The Senators held 76% of shot attempts (44–14) and generated 9 high-danger chances to Toronto's 5. Yet they underperformed their xG by 1.61 goals while J. Woll, the Leafs' goalie, saved 1.61 above expected on 39 stops. Two of Ottawa's goals came from low-danger spots a goaltender should have stopped. The Senators' efficiency came through execution on the rush (3 goals from 45 chances) and crashing the net (2 rebounds converted from 6 created). Toronto converted 1 rebound from 3 attempts.

L. Ullmark (OTT) made 12 saves on 14 shots.

How the game was won

The danger ladder

shotsgoalsexpected
High dangerslot & crease
TOR1 / 5 · 1.11 xG
OTT1 / 9 · 2.90 xG
Medium dangermid-range
TOR1 / 5 · 0.56 xG
OTT2 / 25 · 2.71 xG
Low dangerperimeter & point
TOR0 / 23 · 0.40 xG
OTT2 / 39 · 0.99 xG

OTT went 1-for-9 from high danger on 2.90 expected goals — 1.9 left on the table.

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

Finishing vs expected

expectedactual
TOR
2 G · 2.08 xG · -0.1
OTT
5 G · 6.61 xG · -1.6
01234567
Goalies · GSAx (goals saved above expected)
J. WollTOR
+1.6
L. UllmarkOTT
+0.1

TOR finished -0.1 against expected, OTT -1.6 — J. Woll (TOR) saved 1.6 goals above expected.

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

Shot diet

goalsshots
TOR
WRIST2/13
TIP IN0/2
SNAP0/3
SLAP0/1
BACKHAND0/1
DEFLECTED0/0
OTHER0/13
OTT
WRIST3/42
TIP IN0/6
SNAP0/5
SLAP0/7
BACKHAND2/4
DEFLECTED0/3
OTHER0/6
TOR
OTT
Off the rush
1 G on 15 · 1.17 xG
3 G on 45 · 4.20 xG
Off rebounds
1 G on 3 · 0.62 xG
2 G on 6 · 1.28 xG

Wrist shots carried the volume: TOR went 2-for-13, OTT 3-for-42. OTT scored 3 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 · 5 SOG · 19:51 TOI · +2
T. Kleven
#43 · D · OTT
0 G · 2 A · 2 SOG · 18:13 TOI · +2
E. Cowan
#53 · R · TOR
1 G · 1 A · 3 SOG · 18:04 TOI · +1
Ranked from the box score — points first · Backcheck
What the model flagged
  • J. Woll (TOR) stopped 1.6 goals above expected.
  • OTT generated far more dangerous chances — 0.091 xG/shot vs 0.063. Quality over quantity.
  • OTT scored 2 goals from low-danger spots — the opposing goalie needs to have those.
  • OTT was lethal off the rush — 3 goals on 45 rush chances.
  • OTT created 6 rebound opportunities (2 converted) — crashing the net effectively.
  • TOR created 3 rebound opportunities (1 converted) — crashing the net effectively.
  • OTT underperformed xG by 1.6 — wasted quality chances.
  • J. Woll (TOR) saved 1.6 goals above expected — stole the show.
Before the game — the model's pre-game read
Preview · TOR at OTT · 7:00 PM ET

The Senators are the model's lean over the Maple Leafs on the underlying numbers

By the ModelJul 12, 8:17 AMEdited for clarity
Win probability

The model's lean

61%
OTT
Model favorite
39%
61%
TOR50OTT

OTT by 22 points of win probability — a clear lean. Projected score TOR 2.22.8 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

TOR← edge
edge →OTT
46.0%5v5 xG%56.0%
45.0%Corsi%53.0%
2.24xGF / 602.66
2.67xGA / 602.12
2.09Goals for / gm2.18
2.52Goals against / gm1.99
1.002PDO — luck, not skill0.993

OTT holds 6 of 6 process categories — and PDO (1.002 vs 0.993) says TOR has run hotter.

Source · MoneyPuck season tables · 5v5

The model projects a 2.2–2.8 goal spread with Ottawa at 61% win probability. The underlying play tilts more decisively toward the visitors.

Ottawa owns momentum where Toronto doesn't. The Senators are 7-2-1 in their last 10; the Maple Leafs sit at -11 in goal differential over the same stretch. At 5v5, Ottawa generates 56.0% of expected goals against Toronto's 46.0%, and dominates Corsi at 53.0% to 45.0%. Toronto's PDO sits at 1.002—unsustainable finishing luck. Ottawa's 0.993 suggests their underlying edge will eventually surface.

J. Woll on a back-to-back tilts the goaltending matchup toward Ottawa, whether Toronto starts him or pivots to a backup.

Auston Matthews, Toronto's most explosive threat, hasn't played in 9 days and is likely unavailable. John Tavares (0.91 xG/60, 15G 24A, 12.4% shooting) carries volume but signals regression potential. Brady Tkachuk generates more per shot at 1.19 xG/60 with 11G 20A and 7.5% shooting. Dylan Cozens (1.00 xG/60, 13G 15A, 9.5% shooting) completes Ottawa's dangerous quartet.

Both teams carry 0% rates on high-danger and rebound goals, neutralizing that defensive concern. Toronto's weak link—Bo Groulx—will see minutes; Nick Jensen operates as Ottawa's comparable liability, but faces fewer high-volume threats.

Ottawa claims every edge.

Computed danger · scouting

Players to watch

TOR
Auston Matthews17G 13A
1.10 xG/60 · 1 HD · 10.6% sh
John Tavares15G 24A
0.91 xG/60 · 3 HD · 12.4% 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