Armchair Hockey Scout

Ask the book

2026-27 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 2026-27 edition’s index; readings rest on the players’ own pages; the model never counts. Twenty questions an hour.

2026-27 edition

Players

750 reports across 32 clubs, listed by surname. Back to the first page

Evidence

Page 6 of 13 · Huberdeau to Knies

Jonathan Huberdeau

Jonathan Huberdeau

#10 Evidence behind this report: Full. A full season behind the read — 673 five-on-five minutes, a shot chart, recent form and linemates.

LW · Calgary Flames

807 career points, 25 of them last season.

Jack Hughes

Jack Hughes

#86 Evidence behind this report: Full. A full season behind the read — 1053 five-on-five minutes, a shot chart, recent form and linemates.

C · New Jersey Devils

77 points in 61 games, and 19 in his last 10.

Luke Hughes

Luke Hughes

#43 Evidence behind this report: Full. A full season behind the read — 1326 five-on-five minutes, a shot chart, recent form and linemates.

D · New Jersey Devils

23 minutes a night at 22, and 35 points.

Quinn Hughes

Quinn Hughes

#43 Evidence behind this report: Full. A full season behind the read — 1621 five-on-five minutes, a shot chart, recent form and linemates.

D · Minnesota Wild

One of the two or three best skating defencemen alive, playing 28 minutes a night and touching every part of the game.

48

Daemon Hunt

Evidence behind this report: Light. Thinner than most: only 360 five-on-five minutes, a short report. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Minnesota Wild

A third-round defenceman getting his first real look, with no goals and not much evidence either way.

Ville Husso

Ville Husso

#33 Evidence behind this report: Full. A full season behind the read — 20 appearances and a game-by-game record.

G · Anaheim Ducks

A career .900 goaltender, and 2 straight seasons well below it.

Lane Hutson

Lane Hutson

#48 Evidence behind this report: Full. A full season behind the read — 1528 five-on-five minutes, a shot chart, recent form and linemates.

D · Montréal Canadiens

5-9, 162 pounds, 24 minutes a night, and 78 points.

Zach Hyman

Zach Hyman

#18 Evidence behind this report: Full. A full season behind the read — 896 five-on-five minutes, a shot chart, recent form and linemates.

LW · Edmonton Oilers

A fifth-round pick who made himself a 30-goal scorer by being willing to stand in the one place nobody else wants to stand.

25

Arttu Hyry

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 0 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

RW · Dallas Stars

20 games, 3 goals, and 5 points in his last 10.

Alex Iafallo

Alex Iafallo

#9 Evidence behind this report: Full. A full season behind the read — 1045 five-on-five minutes, a shot chart, recent form and linemates.

LW · Winnipeg Jets

An undrafted winger 9 years into a career built on doing the correct thing every shift.

Vincent Iorio

Vincent Iorio

#6 Evidence behind this report: Light. Thinner than most: only 387 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · New York Rangers

6-4, 36 career games, and no goals in any of them.

6

Jack St. Ivany

Evidence behind this report: Light. Thinner than most: only 298 five-on-five minutes, a short report. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Winnipeg Jets

A big depth defenceman with 20 games and 7 assists, which is a strange line in either direction.

17

Dominic James

Evidence behind this report: Light. Thinner than most: only 486 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

C · Tampa Bay Lightning

43 games, 7 goals, and 25 goals for against 13.

Mark Jankowski

Mark Jankowski

#77 Evidence behind this report: Full. A full season behind the read — 680 five-on-five minutes, a shot chart, recent form and linemates.

LW · Carolina Hurricanes

58 per cent of his shots from inside 20 feet, which is the highest share in this book.

Mattias Janmark

Mattias Janmark

#13 Evidence behind this report: Light. Thinner than most: only 447 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

C · Edmonton Oilers

Fast, honest and almost entirely without offense — a coach's fourth-liner who has outlasted most of his draft class.

Tristan Jarry

Tristan Jarry

#35 Evidence behind this report: Full. A full season behind the read — 33 appearances and a game-by-game record.

G · Edmonton Oilers

A 2-time All-Star whose game has come apart badly enough that he was sent to the minors 2 years ago.

Seth Jarvis

Seth Jarvis

#24 Evidence behind this report: Full. A full season behind the read — 935 five-on-five minutes, a shot chart, recent form and linemates.

RW · Carolina Hurricanes

5-10, 32 goals, and he takes his shots where the goals are.

Tanner Jeannot

Tanner Jeannot

#84 Evidence behind this report: Full. A full season behind the read — 867 five-on-five minutes, a shot chart, recent form and linemates.

LW · Boston Bruins

66 penalty minutes, 6 goals, and a contract that has followed him around.

Boone Jenner

Boone Jenner

#22 Evidence behind this report: Full. A full season behind the read — 912 five-on-five minutes, a shot chart, recent form and linemates.

C · Washington Capitals

808 games, and 13 goals at 33.

Nick Jensen

Nick Jensen

#4 Evidence behind this report: Full. A full season behind the read — 961 five-on-five minutes, a shot chart, recent form and linemates.

D · Anaheim Ducks

Gives up shots and refuses to give up chances, which is a rarer skill than it sounds.

David Jiricek

David Jiricek

#5 Evidence behind this report: Light. Thinner than most: only 298 five-on-five minutes, a short report. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Philadelphia Flyers

The sixth pick in 2022, 26 games, and no points at all.

Albert Johansson

Albert Johansson

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

D · Detroit Red Wings

82 games at 19 percentile, in a role the club had nobody else for.

Jonas Johansson

Jonas Johansson

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

G · Tampa Bay Lightning

105 games, and a .8836.

Kent Johnson

Kent Johnson

#91 Evidence behind this report: Full. A full season behind the read — 863 five-on-five minutes, a shot chart, recent form and linemates.

C · Columbus Blue Jackets

The fifth pick in 2021, 170 pounds, and 22 points.

Ross Johnston

Ross Johnston

#49 Evidence behind this report: Full. A full season behind the read — 596 five-on-five minutes, a shot chart, recent form and linemates.

LW · St. Louis Blues

6-5, 107 penalty minutes, and 46 points in 307 games.

Wyatt Johnston

Wyatt Johnston

#53 Evidence behind this report: Full. A full season behind the read — 1225 five-on-five minutes, a shot chart, recent form and linemates.

C · Dallas Stars

45 goals, 27 of them on the power play, and the 13th percentile at even strength.

Henri Jokiharju

Henri Jokiharju

#20 Evidence behind this report: Full. A full season behind the read — 666 five-on-five minutes, a shot chart, recent form and linemates.

D · Boston Bruins

448 games at 27, and still being asked to play the third pair.

Ben Jones

Ben Jones

#64 Evidence behind this report: Light. Thinner than most: only 234 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

C · Calgary Flames

3 points in 28 games, and the 1st percentile in shot attempts.

Max Jones

Max Jones

#46 Evidence behind this report: Light. Thinner than most: part of the record is missing, only 0 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

LW · Edmonton Oilers

A big, straight-ahead energy winger who plays 8 minutes and makes all of them uncomfortable.

Seth Jones

Seth Jones

#3 Evidence behind this report: Full. A full season behind the read — 888 five-on-five minutes, a shot chart, recent form and linemates.

D · Florida Panthers

23 and 3-quarter minutes a night, and a reputation that has finally caught up with the results.

21

Mathieu Joseph

Evidence behind this report: Full. A full season behind the read — 575 five-on-five minutes, a shot chart, recent form and linemates.

RW · Edmonton Oilers

Speed, penalty-killing minutes, and a scoring touch that has been trending the wrong way for 3 years.

Dakota Joshua

Dakota Joshua

#81 Evidence behind this report: Full. A full season behind the read — 625 five-on-five minutes, a shot chart, recent form and linemates.

C · Toronto Maple Leafs

61 per cent of his shots from inside 20 feet, and a median of 13.

Roman Josi

Roman Josi

#59 Evidence behind this report: Full. A full season behind the read — 1286 five-on-five minutes, a shot chart, recent form and linemates.

D · Nashville Predators

1,030 games, 25 minutes a night, and a club sinking underneath him.

Noah Juulsen

Noah Juulsen

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

D · Colorado Avalanche

A former first-round pick, 10 years on, playing a sheltered third pairing and doing it competently.

Nazem Kadri

Nazem Kadri

#91 Evidence behind this report: Full. A full season behind the read — 1127 five-on-five minutes, a shot chart, recent form and linemates.

C · Colorado Avalanche

A 17-year veteran whose ugly plus-minus belongs mostly to a different team.

Wyatt Kaiser

Wyatt Kaiser

#44 Evidence behind this report: Full. A full season behind the read — 1340 five-on-five minutes, a shot chart, recent form and linemates.

D · Chicago Blackhawks

19 and a half minutes a night, and the 13th percentile in both columns.

Kaapo Kakko

Kaapo Kakko

#84 Evidence behind this report: Full. A full season behind the read — 831 five-on-five minutes, a shot chart, recent form and linemates.

RW · Seattle Kraken

The second pick in 2019, plus 14, and the 12th percentile.

Patrick Kane

Patrick Kane

#88 Evidence behind this report: Full. A full season behind the read — 930 five-on-five minutes, a shot chart, recent form and linemates.

RW · Chicago Blackhawks

19 seasons, 1,400 points, and he is still the best passer on the ice most nights.

Kasperi Kapanen

Kasperi Kapanen

#42 Evidence behind this report: Full. A full season behind the read — 543 five-on-five minutes, a shot chart, recent form and linemates.

RW · Edmonton Oilers

Blazing speed, a decent shot, and 11 years of people wondering why it has not added up to more.

Oliver Kapanen

Oliver Kapanen

#91 Evidence behind this report: Full. A full season behind the read — 968 five-on-five minutes, a shot chart, recent form and linemates.

C · Montréal Canadiens

A second-round Finn who scored 22 goals as a rookie and did most of it beside the best young playmaker on the team.

Kirill Kaprizov

Kirill Kaprizov

#97 Evidence behind this report: Full. A full season behind the read — 1307 five-on-five minutes, a shot chart, recent form and linemates.

LW · Minnesota Wild

A fifth-round pick out of Russia who turned into the most electric goal-scorer this franchise has ever had.

Erik Karlsson

Erik Karlsson

#65 Evidence behind this report: Full. A full season behind the read — 1291 five-on-five minutes, a shot chart, recent form and linemates.

D · Pittsburgh Penguins

1,159 games, and 66 points at 36.

94

Linus Karlsson

Evidence behind this report: Full. A full season behind the read — 869 five-on-five minutes, a shot chart, recent form and linemates.

C · Vancouver Canucks

The 57th percentile on the worst possession club in the West, and 15 goals.

Tye Kartye

Tye Kartye

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

LW · New York Rangers

Undrafted, 204 games, and the 16th percentile.

92

Marco Kasper

Evidence behind this report: Full. A full season behind the read — 986 five-on-five minutes, a shot chart, recent form and linemates.

C · Detroit Red Wings

The eighth pick in 2022, 19 points, and a minus-20.

47

Mark Kastelic

Evidence behind this report: Full. A full season behind the read — 863 five-on-five minutes, a shot chart, recent form and linemates.

C · Boston Bruins

6-4, 140 penalty minutes, and 12 goals — the job as it exists now.

Clayton Keller

Clayton Keller

#9 Evidence behind this report: Full. A full season behind the read — 1219 five-on-five minutes, a shot chart, recent form and linemates.

RW · Utah Mammoth

88 points, 20 in his last 10, and 5-10.

Parker Kelly

Parker Kelly

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

C · Colorado Avalanche

An undrafted fourth-liner who scored 21 goals, which is not what fourth-liners do.

Adrian Kempe

Adrian Kempe

#9 Evidence behind this report: Full. A full season behind the read — 1169 five-on-five minutes, a shot chart, recent form and linemates.

RW · Los Angeles Kings

The rare winger who is his team's leading scorer and its best defensive forward at the same time.

Alexander Kerfoot

Alexander Kerfoot

#14 Evidence behind this report: Light. Thinner than most: only 369 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

C · Nashville Predators

639 games of doing the useful thing quietly.

Matthew Kessel

Matthew Kessel

#51 Evidence behind this report: Light. Thinner than most: only 349 five-on-five minutes, a short report. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · New York Islanders

99 games across 4 seasons, and 3 goals.

Michael Kesselring

Michael Kesselring

#7 Evidence behind this report: Light. Thinner than most: only 439 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · San Jose Sharks

190 games, no goals last season, and 50 penalty minutes in 34.

92

Marat Khusnutdinov

Evidence behind this report: Full. A full season behind the read — 962 five-on-five minutes, a shot chart, recent form and linemates.

C · Boston Bruins

15 goals on 78 shots, and a role he has grown into faster than expected.

Alex Killorn

Alex Killorn

#17 Evidence behind this report: Full. A full season behind the read — 1055 five-on-five minutes, a shot chart, recent form and linemates.

LW · Anaheim Ducks

1,000 games, 2 Cups, and a role here that has quietly become teaching.

Ben Kindel

Ben Kindel

#81 Evidence behind this report: Full. A full season behind the read — 940 five-on-five minutes, a shot chart, recent form and linemates.

C · Pittsburgh Penguins

19 years old, 35 points, and the 82nd percentile.

23

Justin Kirkland

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 0 five-on-five minutes, a short report. The page is honest about what it has, but it is a smaller sample than the book's norm.

C · Minnesota Wild

A 29-year-old with 50 career games, hanging onto the edge of a lineup.

Joel Kiviranta

Joel Kiviranta

#22 Evidence behind this report: Light. Thinner than most: only 470 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

LW · Dallas Stars

The 99th percentile in Colorado, and 9 points to show for it.

Adam Klapka

Adam Klapka

#43 Evidence behind this report: Full. A full season behind the read — 801 five-on-five minutes, a shot chart, recent form and linemates.

RW · Calgary Flames

6-8, undrafted, 112 penalty minutes, and he can actually skate.

Tyler Kleven

Tyler Kleven

#43 Evidence behind this report: Full. A full season behind the read — 1090 five-on-five minutes, a shot chart, recent form and linemates.

D · Ottawa Senators

6-5, 53 penalty minutes, and the 89th percentile.

Matthew Knies

Matthew Knies

#23 Evidence behind this report: Full. A full season behind the read — 1115 five-on-five minutes, a shot chart, recent form and linemates.

LW · Toronto Maple Leafs

66 points, minus 30, and 62 per cent of his shots from inside 20 feet.