Armchair Hockey Scout

Ask the book

2025-26 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 2025-26 edition’s index; readings rest on the players’ own pages; the model never counts. Twenty questions an hour.

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Players

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

Evidence

Page 6 of 12 · Jenner to Kucherov

22

Boone Jenner

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 309 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

C · Columbus Blue Jackets

26 games, a captaincy, and a season lost to injury on a club that needed him for reasons the standings do not record.

4

Nick Jensen

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 · Ottawa Senators

Plus-18 at 20:13 a night, and his ice conceded eleven fewer goals than the chances said it should have.

20

Albert Johansson

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 · Detroit Red Wings

61 games at 24, a 49.5 per cent chance share, and a defenceman who arrived without anybody noticing.

31

Jonas Johansson

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

G · Tampa Bay Lightning

An .8953 in 19 games behind a Vezina finalist, which is the whole of the job.

90

Marcus Johansson

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 · Minnesota Wild

34 points at 35, and on-ice goals of 31-33 that nobody should expect again.

91

Kent Johnson

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 · Columbus Blue Jackets

24 goals on a 19.5 per cent rate at 22, from a winger who weighs 170 pounds.

49

Ross Johnston

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 373 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

LW · Anaheim Ducks

6-5 and 232 pounds, 72 penalty minutes in 43 games, and 4 points.

53

Wyatt Johnston

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 · Dallas Stars

33 goals at 22 from a median of 19 feet, and the most valuable contract in the league until it isn't.

20

Henri Jokiharju

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 · Boston Bruins

A right-shot puck-mover acquired in a deadline salary trade, and a plus-13 in 60 games on two bad clubs.

64

Ben Jones

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 213 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

26 games, 0 points, and 24 shots without a goal.

46

Max Jones

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.

LW · Edmonton Oilers

26 games, 2 points, and a minus-13 in nine minutes a night.

3

Seth Jones

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 · Florida Panthers

A 44.9 per cent chance share and a minus-24, and a Cup three months after arriving.

21

Mathieu Joseph

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 · St. Louis Blues

Fourteen points in 60 games at twelve minutes a night, from a winger whose ice outscored its chances by eleven.

7

Pierre-Olivier Joseph

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 · Vancouver Canucks

No goals in 47 games across two clubs, and a minus-22 from a seventh defenceman.

81

Dakota Joshua

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

Fourteen points in 57 games in the season after testicular cancer surgery.

59

Roman Josi

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 · Nashville Predators

25:02 a night and the best chance share on the blue line at 35, shut down in March after 53 games, and a line that scored 25 goals on 42.9 expected.

17

Tyson Jost

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 325 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

The 10th pick in 2016, five organisations later, 39 games and 9 points on ten minutes a night.

47

Noah Juulsen

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 483 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Philadelphia Flyers

No points in 35 games and 21 penalty minutes, from a first-round pick who is now a seventh defenceman.

91

Nazem Kadri

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 · Calgary Flames

35 goals at 34 on 279 shots, 72 penalty minutes, and a minus-17 on the club's first line.

44

Wyatt Kaiser

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 · Chicago Blackhawks

57 games at 23 on 18 minutes a night, and a defenceman the club still has no read on.

84

Kaapo Kakko

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 · Seattle Kraken

44 points in 79 games across two clubs, in the first season anybody has used him properly.

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 · Vancouver Canucks

Undrafted, thirteen points in 59 games, and a fourth-line centre acquired for the penalty kill.

88

Patrick Kane

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 · Detroit Red Wings

59 points at 36 on a rebuilt hip, and 12 power-play goals on the league's 2nd-best unit.

42

Kasperi Kapanen

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 · Edmonton Oilers

14 points in 67 games and a minus-22, the worst rating on a club that won 48 games.

97

Kirill Kaprizov

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 · Minnesota Wild

56 points in 41 games — a 1.37 rate that nobody else on this club approaches — and a season lost at the halfway mark.

65

Erik Karlsson

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 · Pittsburgh Penguins

53 points and a minus-24, and the ice he was on scored 44 goals against an expectation of 64.89.

94

Linus Karlsson

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.

C · Vancouver Canucks

Twenty-three games at 25, and a plus-5 on a club that was outscored.

71

William Karlsson

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 · Vegas Golden Knights

The 95th percentile of chances from a defensive centre, and 4 penalty minutes in 53 games.

24

Tye Kartye

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 · Seattle Kraken

Undrafted, 43 penalty minutes in 63 games at under ten minutes a night, and the best chance share of any forward on the club.

92

Marco Kasper

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 · Detroit Red Wings

19 goals as a rookie at 21, with half his shots taken from inside 20 feet.

47

Mark Kastelic

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 · Boston Bruins

6-4 and 234 pounds, 106 penalty minutes in 61 games, and a 45.1 per cent chance share.

9

Clayton Keller

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 · Utah Mammoth

90 points and a minus-12, and the ice he was on scored 25 goals at five-on-five against an expectation of 48.59.

17

Parker Kelly

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 · Colorado Avalanche

Undrafted, on the fourth line, and in the 78th percentile in chance share while killing penalties.

9

Adrian Kempe

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 · Los Angeles Kings

35 goals and 73 points on 237 shots, and a 49.3 per cent chance share on the club's hardest line.

15

Alexander Kerfoot

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 · Utah Mammoth

The 89th percentile of chances from a third-line centre, and 49 per cent of his attempts from inside 20 feet.

51

Matthew Kessel

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 371 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · St. Louis Blues

No goals in 29 games, a 51.7 per cent chance share, and a fifth-round pick who has made himself a seventh defenceman.

7

Michael Kesselring

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 · Buffalo Sabres

29 points and 89 penalty minutes from a 6-5 right shot, and the larger half of the JJ Peterka trade.

92

Marat Khusnutdinov

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 · Boston Bruins

12 points, a 42.1 per cent chance share — the 6th percentile in the league — and a change of organisation at 23.

17

Alex Killorn

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 · Anaheim Ducks

19 goals at 35 on a 14.2 per cent rate, and a plus-12 on a team that was minus-44.

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 · Calgary Flames

21 games at 29, 8 points, and a career American Leaguer getting a look.

22

Joel Kiviranta

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 · Colorado Avalanche

16 goals on 84 shots, which is a 19 per cent conversion rate and will not happen again.

43

Adam Klapka

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 244 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

RW · Calgary Flames

6-8 and 235 pounds, 31 games, 6 goals, and the largest forward in the league.

43

Tyler Kleven

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 · Ottawa Senators

Six-foot-five and 225 pounds with the worst chance share on the blue line, and one per cent of his shot attempts from inside 20 feet.

23

Matthew Knies

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

A median shot distance of fourteen feet and 62 per cent of his attempts from inside 20 — the most extreme net-front profile in this edition.

30

Spencer Knight

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

G · Chicago Blackhawks

A .9011 across 38 games, and the goaltender the club got for Seth Jones.

52

Pyotr Kochetkov

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

G · Carolina Hurricanes

An .8968 behind the best defensive team in the league, which is the worst combination of facts in this edition.

45

Cole Koepke

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 · Winnipeg Jets

Ten goals in 73 games from a sixth-round pick with 99 NHL games behind him.

55

Keegan Kolesar

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 · Vegas Golden Knights

Fifty-three penalty minutes — the most on the club — and the ice he was on outscored its expectation by eight.

35

Aleksei Kolosov

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

G · Philadelphia Flyers

An .867 in 17 games at 22, which is the worst save percentage of anybody who played ten games in this edition.

18

Vladislav Kolyachonok

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 442 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

D · Dallas Stars

A left-shot depth defenceman with 35 games of NHL work and a minus-12 to explain them.

11

Travis Konecny

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 · Philadelphia Flyers

A career-high 76 points and a minus-17, on a club whose goaltending was the worst in the league by twenty goals.

11

Anze Kopitar

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 · Los Angeles Kings

67 points at 37 on 98 shots — a 21.4 per cent rate — and 4 penalty minutes across the whole season.

6

Kaedan Korczak

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 · Vegas Golden Knights

No goals in 40 games, a plus-15, and 2 penalty minutes all season.

70

Joonas Korpisalo

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

G · Boston Bruins

An .8932 in 27 games, and a backup whose numbers are indistinguishable from the starter's.

82

Jesperi Kotkaniemi

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 · Carolina Hurricanes

33 points and a 55.2 per cent chance share, on the seventh year of a contract nobody has stopped talking about.

8

Johnathan Kovacevic

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 · New Jersey Devils

A 52.9 per cent chance share — the best on the blue line — from a defenceman claimed off waivers two years earlier.

48

Tyson Kozak

Evidence behind this report: Light. Thinner than most: part of the record is missing, only 211 five-on-five minutes. The page is honest about what it has, but it is a smaller sample than the book's norm.

C · Buffalo Sabres

21 games, 5 points, and a fourth-line centre getting his first look at 22.

19

Peyton Krebs

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 · Buffalo Sabres

28 points, 60 penalty minutes, and a fourth-line centre being carried by eight goals of finishing luck.

20

Chris Kreider

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 · Anaheim Ducks

22 goals and 8 assists at 34 — the worst full season of his career, and the price of finding out whether it was the club or the man.

86

Nikita Kucherov

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 · Tampa Bay Lightning

121 points and 84 assists at 31, a second consecutive Art Ross Trophy, and nine game-winning goals.