Motion-blurred skater in a Ottawa Senators sweater
Breakdown · TOR at OTT

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

The verdict · earned

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

TOR 2 · OTT 5
◆ By the ModelJul 12, 8:19 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

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.

The breakdown in twelve frames

Swipe it

Every number is from this page
Final · Mar 21
TOR
2
OTT
5

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

Chances 2.1 – 6.6Did they deserve it? →
Did they deserve it?

The Senators earned this one.

Expected goals · chance value
TOR
2.08
OTT
6.61
24% of the chances76%

The board read TOR 2, OTT 5. The chances read TOR 2.1, OTT 6.6.

Our xG model · NHL play-by-play · all situations
Luck check
OTT
−1.6
goals above expected
OTT6.61 expected · 5 scored
Expected
Scored
TOR2.08 expected · 2 scored
Expected
Scored

Both sides finished close to what their chances were worth. This one was earned on the ice.

PDO = sh% + sv% · drifts to 1.000 over a season
Every goal, in order
  1. P1 14:58OTTT. StützlePP0–1
  2. P2 09:09OTTC. Giroux0–2
  3. P2 17:53OTTW. Foegele0–3
  4. P2 18:14TORJ. Tavares1–3
  5. P3 04:52TORE. Cowan2–3
  6. P3 09:41OTTM. Amadio2–4
  7. P3 13:11OTTR. Greig2–5
NHL play-by-play · chance value from our xG model
Where the shots came from
TOR
20 shots
2
Final
87 shots
OTT
67 shots
5
TOR attackOTT attack
TOR OTT Goal
20
shots · 2 in
67
shots · 5 in
Every unblocked shot · press play to replay it
Chances by danger
TOROTT
1 / 5
1.11 xG
High danger
1 / 9
2.90 xG
1 / 5
0.56 xG
Medium
2 / 25
2.71 xG
0 / 23
0.40 xG
Low
2 / 39
0.99 xG

High-danger looks: TOR 1 of 5, OTT 1 of 9.

Danger tiers by our xG model · high ≥ 20% chance
In the net
A
J. Woll
+1.6
TOR · 39/44
C
L. Ullmark
+0.1
OTT · 12/14
The numbers, checked
BACKCHECK

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

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 6–9
  1. 14:58OTTT. Stützlepower play(T. Chabot, D. Batherson)0–1
2ndshots 5–20
  1. 09:09OTTC. Giroux(T. Kleven, J. Spence)0–2
  2. 17:53OTTW. Foegele0–3
  3. 18:14TORJ. Tavares(E. Cowan, B. Carlo)1–3
3rdshots 3–15
  1. 04:52TORE. Cowan(S. Benoit, W. Nylander)2–3
  2. 09:41OTTM. Amadio(J. Spence, S. Pinto)2–4
  3. 13:11OTTR. Greig(D. Cozens, T. Kleven)2–5

score reads TOR–OTT

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

The numbers

XGBoost xG · NHL play-by-play
6.61
OTT chances
Goals their shots were worth
−1.6
Finishing
Goals below what those chances were worth
1.008
OTT puck luck
About 1.000 — a normal night for bounces
68.9%
Shot attempts
Over half — they had the puck more
Split by club

Who controlled the game

2.08Expected goals6.61
OTT 76% of the chance quality
14Shots on goal44
5High-danger chances9
33All attempts (Corsi)73
Adjusted for score: TOR 35% · OTT 65%
Faceoffs · OTT won75%off55%neu44%def
Source · NHL play-by-play · XGBoost xG
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

TOR finished -0.1 against expected, OTT -1.6.

Source · Backcheck xG model
Shot types · rush and rebound chancesopen +
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
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
J. Woll
TOR · 39/44 · .886
+1.6
saved above expected
A
the night
By dangerG/attxGsaved
High danger1/92.9+1.9
Medium2/252.7+0.7
Low2/391.0-1.0

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

L. Ullmark
OTT · 12/14 · .857
+0.1
saved above expected
C
the night
By dangerG/attxGsaved
High danger1/51.1+0.1
Medium1/50.6-0.4
Low0/230.4+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

87 shots · press play to watch the game back

Where the shots came from

NHL play-by-play coordinates
TOR
20 shots
2
Final
87 shots
OTT
67 shots
5
TOR attackOTT attack
TOR OTT Goal

Each club shoots toward its own end — TOR left, OTT 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
J. Spence
#10 · D · OTT
0 G · 2 A · 5 SOG · 19:51 on ice · +2
T. Kleven
#43 · D · OTT
0 G · 2 A · 2 SOG · 18:13 on ice · +2
E. Cowan
#53 · R · TOR
1 G · 1 A · 3 SOG · 18:04 on ice · +1
Ranked from the box score — points first · Backcheck
What the model said beforehand

Before the game

Written Sat, Mar 21
Open the pre-game read
Written from the numbers

The read

Edited for clarity
◆ By the ModelJul 12, 8:17 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

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.

What the model said beforehand

The model's lean

OTT 61%
61%
OTT
Model favorite
39%
61%
TOR50OTT

OTT by 22 points of win probability — a clear lean. Projected score TOR 2.2–2.8 OTT; 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
TOR← edge
edge →OTT
46.0%56.0%
45.0%53.0%
2.242.66
2.672.12
2.092.18
2.521.99
1.0020.993

OTT holds 6 of 6 process categories — and the luck row (1.002 vs 0.993) says TOR has been getting the bounces, which tends not to last.

Source · NHL stats API + our xG · 5v5
Form · Last 10
TOR
2-4-4
-11 GD · 1d rest
OTT
7-2-1
+12 GD · 2d rest
1.002
TOR PDO
Luck gauge · drifts to 1.000
0.993
OTT PDO
Luck gauge · drifts to 1.000
What decides it

Keys to the game

Where the edges live
  • The Senators own the underlying play — 56.0% 5v5 xG vs 46.0%.
  • The Senators drive Corsi at 53.0% — expect territorial tilt.
Things to watch
  • The Senators own the underlying play — 56.0% 5v5 xG vs 46.0%.
  • The Senators drive Corsi at 53.0% — expect territorial tilt.
  • J. Woll is on a back-to-back — watch for a backup start or a tired starter.
  • The Senators are the hotter team by points pace (7-2-1 in their last 10).
  • The Maple Leafs are underwater at -11 goal differential over their last 10.
Last game's lineup · confirmed at warm-up

Lineups

NHL box score
TOR
Expected in goal
J. Woll
back-to-back.889 last start
Backup Joseph Woll · -6.6 GSAx this season
Back-to-back: the backup often gets this one. Treat the starter as unconfirmed.

No completed game on file for this club yet.

OTT
Expected in goal
J. Reimer
2 days rest.895 last start
Backup Linus Ullmark · -12.8 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
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
Keep going

Where to next