Armchair Hockey Scout

Ask the book

2023-24 edition Ask a direct question about this edition of the book — who, how many, how common, which group more — and it is answered with a table computed on this page from the edition’s index: the season line, height and age, the on-ice percentiles, the grades and the traits read out of every report. Ask for a view on named players — what a comparison comes down to, what makes a man — and you get the book’s reading of their own pages, and only those. The model turns your question into a query and phrases the result, or reads the pages it is handed; it never originates a figure, and an answer carrying a figure that is on neither the table nor the pages is withheld. It does not forecast, and it says so when a question is outside what the book holds.

Tables are computed on this page from the 2023-24 edition’s index; readings rest on the players’ own pages; the model never counts. Twenty questions an hour.

Toronto Maple Leafs

Atlantic Division, Eastern Conference · 21 reports in the 2023-24 edition.

This is the 2023-24 edition — an archived read, written from that season alone. Read the 2026-27 club page →

The club

2022-23 · 82 games · 216 for, 255 against

How it played

Shot attempts share, five-on-five
51.1% 16th of 32
Expected goals share, five-on-five
54.5% 4th of 32
Power play expected goals per sixty
6.96 21st of 32
Penalty kill expected goals allowed per sixty
8.27 29th of 32

Where the record lies

Finishing goals scored above what the chances were worth
-2.5 22nd of 32
Goaltending goals prevented beyond what the chances allowed were worth
+13.4 6th of 32

Toronto Maple Leafs got 13.4 more saves than the chances they faced warranted — 13 goals of the record that the underlying play does not explain, and it regresses.

Roster shape

Points-weighted, so these are the ages and origins of the production rather than of the sweaters.

Average age
28.3
weighted by points
From 33 and up
5.4%
of skater points
From under 26
35.2%
of skater points
Homegrown
47.2%
drafted by this club
Continuity
68.3%
of last season's five-on-five minutes

The read

the numbers, and the eye

Third in the league on the power play, second on the penalty kill, fourth in chance share — and a first-round exit and a summer that changed nine roster places.

Who this names 11 of 21 on the roster · 62% of their five-on-five minutes details

Both columns above are searched, and a name counts on the same terms the page links it: in full always, by surname only when one man in the edition wears it. Nothing here says who ought to be named — only who was, so the weighting can be seen rather than guessed at.

Not named here: TJ Brodie, Pontus Holmberg, Calle Jarnkrok, Martin Jones, David Kampf, Timothy Liljegren, Jake McCabe, Morgan Rielly, Ilya Samsonov, Conor Timmins.

What the Quant Says

50-21-11, 111 points, 4th in the league and second in the Atlantic.

279 goals for, 11th. 222 against, 5th. Third in the league on the power play, 2nd on the penalty kill, 4th in chance share at five-on-five, 7th at creating chances at even strength and 8th at suppressing them.

At five-on-five: 184 goals scored against 186.5 expected, and 142 conceded against 155.4. The finishing was 22nd at minus-2.5 and the goaltending 6th at plus-13.4.

Toronto beat Tampa Bay in six and lost the second round to Florida in five.

Mitch Marner had 99 points and 4 shorthanded goals. Auston Matthews and William Nylander scored 40 apiece. John Tavares registered 72 tip-ins. Mark Giordano played 78 games at 40 with the 93rd percentile of chance share.

John Klingberg, Max Domi, Tyler Bertuzzi, Ryan Reaves, Noah Gregor, Simon Benoit and Martin Jones all arrive. Michael Bunting, Justin Holl, Rasmus Sandin, Alexander Kerfoot, Noel Acciari, Sam Lafferty, Pierre Engvall, Zachary Aston-Reese and Matt Murray do not.

Nine roster places changed on a club that finished fourth in the league. The forward group's top four is untouched and the blue line has been rebuilt around two men whose chance shares last season were the 5th percentile and the 1st.

What the Scout Says

Third on the power play, second on the penalty kill, and a blue line rebuilt out of the bottom of the chance-share table.

Toronto was 3rd in the league on the power play and 2nd on the penalty kill. It took 54.5 per cent of the expected goals at five-on-five, 4th in the league. John Klingberg arrives at the 5th percentile of chance share and Simon Benoit at the 1st.

The top of this forward group is as good as any in the book and the special teams are better than almost anybody's. What has changed is the blue line, and it has changed in a direction the numbers do not obviously like.

The roster

Evidence 0 Full 19 Light 2 No record

No measured season behind two of them: Martin Jones and Ilya Samsonov. Their pages carry an older stat line and a judgment, and nothing from 2022-23.

44

Simon Benoit

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Toronto Maple Leafs

The lowest chance share of any defenceman in this book who played a thousand minutes.

59

Tyler Bertuzzi

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

LW · Toronto Maple Leafs

Eight goals on a career 14 per cent shooter, and twenty-four tip-ins in fifty games.

78

TJ Brodie

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Toronto Maple Leafs

The best chance share on the blue line, and seventy-four shot attempts in fifty-eight games.

11

Max Domi

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

C · Toronto Maple Leafs

The closest shooting line to the league rate in this entire book, at all three distances.

55

Mark Giordano

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Toronto Maple Leafs

Forty years old, undrafted, 1,102 games, and the 92nd percentile of chance share.

73

Noah Gregor

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

LW · Toronto Maple Leafs

The thirteenth-fastest skater in this book, on thirteen minutes a night.

29

Pontus Holmberg

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 365 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

RW · Toronto Maple Leafs

Thirteen points in thirty-seven rookie games, on the second-softest shot in this book.

19

Calle Jarnkrok

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

C · Toronto Maple Leafs

Twenty goals on a hundred and six shots, at eighteen point nine per cent.

31

Martin Jones

Evidence behind this report: No record. No five-on-five record — Jones did not play a measured season. Everything on the page is an older line and a judgment.

G · Toronto Maple Leafs

Twenty-seven wins on an .8856, which is the third-worst save percentage in this book.

64

David Kampf

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

C · Toronto Maple Leafs

The first percentile of zone starts, an eighteen-foot median, and three goals from fifty slot shots.

3

John Klingberg

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Toronto Maple Leafs

The second percentile of chance share, and 7.25 per cent from beyond forty feet.

27

Timothy Liljegren

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Toronto Maple Leafs

Eleven goals fewer against than the chances called for, and four goals from nineteen mid-slot shots.

93

Mitch Marner

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

RW · Toronto Maple Leafs

Ninety-nine points, four shorthanded goals, and above the positional rate from all three distances.

34

Auston Matthews

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

C · Toronto Maple Leafs

Forty goals on 327 shots, and below the league rate from inside twenty feet.

22

Jake McCabe

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Toronto Maple Leafs

Twelve hundred and ninety-two minutes, a career high in points, and an on-ice goal record sixteen better than the chances.

88

William Nylander

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

RW · Toronto Maple Leafs

Forty goals, twenty-two per cent from inside twenty feet, and seven per cent from the mid-slot.

75

Ryan Reaves

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

RW · Toronto Maple Leafs

A thousand and twenty-three career penalty minutes, and the third-least ground covered of any skater in this book.

44

Morgan Rielly

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Toronto Maple Leafs

Thirty-seven assists, and no goals at all from inside twenty feet or beyond forty.

35

Ilya Samsonov

Evidence behind this report: No record. No five-on-five record — Samsonov did not play a measured season. Everything on the page is an older line and a judgment.

G · Toronto Maple Leafs

A .9189 in the season after Washington let him go, and a career .9079 underneath it.

91

John Tavares

Evidence behind this report: Light. Thinner than most: part of the record is missing. The page is honest about what it has, but it is a smaller sample than the book's norm.

C · Toronto Maple Leafs

A hundred and seventy-three shots on goal from inside twenty feet, seventy-two tip-ins, and a sixteen-foot median.

21

Conor Timmins

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 377 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Toronto Maple Leafs

Fourteen points in twenty-seven games, and a top speed in the bottom percentile of the league.

How they were used

2022-23 · 82 games

Measured from shift charts at five-on-five, not projected. Units are built from the strongest partnership outward and ordered by how much they were used; the percentage is the share of the first player’s five-on-five ice time spent alongside each linemate. A low number means the club never settled on a combination. Players who have gone are marked — either to another club, or off an NHL roster altogether, which covers retirement and an unsigned summer alike.

Forwards

First line

Second line

Third line

C Zachary Aston-Reese now DET 42%
L Pierre Engvall now NYI 40%

Fourth line

C Alexander Kerfoot now ARI 998m
C Noel Acciari now PIT 14%
C Sam Lafferty now VAN 5%

Defence

First pair

D Justin Holl now DET 1349m

Second pair

Third pair

Goaltending

By games played

G Matt Murray off the roster 26 GP
G Erik Kallgren off the roster 10 GP
G Joseph Woll 7 GP
G Jett Alexander off the roster 1 GP