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.

Matthew Knies

Photo by Jenn G from Seattle, WA, CC BY-SA 2.0

Matthew Knies

Toronto Maple Leafs Left Wing #23

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

SeasonTeamGPGAPTS+/-PIMPPSHGWSS%TOI
2022-23TOR3011+1200040.013:07
2023-24TOR80152035+94500311513.013:41
2024-25TOR78292958+74350615219.118:31
2025-26TOR79234366-302961214016.418:48
2026-27 so far—————————————
Career—2406793160-131191111141116.316:56

This Season So Far

The 2026-27 season has not started. The empty row above is his, and both it and this paragraph fill in on their own from the morning after he first plays: what he has done, what it is worth against his own last season, and the run he is on when the two disagree.

Last Season

23 goals and 43 assists in 79 games — 66 points, minus-30, at 18:48 a night with 6 power-play goals.

160 points in 240 career games.

The Finesse Game

The shot chart is the best on the club and one of the better ones in the league. 62 per cent of his unblocked attempts came from inside 20 feet with a median of 13, and only 9 per cent from beyond 40.

21 goals from 189 attempts. He scores from the crease because that is the only place he shoots from, and at 232 pounds it is a place he can hold.

43 assists is the surprise and the best evidence that there is more here than a net-front power forward.

The Physical Game

6-3 and 232 pounds, and among the heaviest forwards in the league — he wins the wall, wins the front of the net, and forechecks with real violence.

29 penalty minutes is low for the way he plays, which is a compliment.

The Intangibles

44.5 per cent of the expected goals, 12th percentile, and 42.3 per cent of the shot attempts, 3rd percentile, across 1,115 minutes, with the chances 43.0 for and 53.7 against.

That attempt share is the worst of any Toronto regular and the minus-30 is the worst figure on the club.

9 points in his last 10, 5 of them goals. He is 23, a 57th overall pick, and he scored 66 points while being on the ice for the most one-sided possession in a lineup that had nothing else. Which of those 2 things is him is the question this club has to answer before it pays him.

What kind of player

The searchable half of the report. The first group is computed from the season's own data; the rest are read out of the prose above, and each one carries the sentence that produced it. A subject the report never raised is simply absent.

  • measuredcomputed here from the season's own data

Each computed tag also says how well its measure holds up from one season to the next, because a tag describes a season that has finished and a reader will assume it predicts the one coming. Some do and some do not, and the gap is wide: five-on-five workload repeats well, scoring late does not repeat at all.

  • slot-man· shoots from where goals are scored

    67.7% of his attempts in the slot, 93rd percentile among forwards

    Season to season, this measure repeats well (0.69) · 44% keep it

  • durable· was available

    79 of 82 games

    Season to season, this measure repeats weakly (0.32) · 53% keep it

The numbers underneath

On the ice

Five-on-five, 2025-26 · 1,115 minutes

Expected goals
44.5%
13th pct

share of the chances while he was out there

Shot attempts
42.3%
3rd pct

share of the attempts while he was out there

Goals while he was on the ice: 44 for, 58 against. Expected: 43.0 and 53.6.

The eye and the numbers

Sighted
Report
92nd
Numbers
13th

The report ranks him 79 points above where the numbers do. It was written with these numbers on screen and departs from them anyway, which makes the gap a judgment rather than an oversight. Why the numbers land there sets out the club he did it on, the minutes he played and the men he played them with.

Both bars are percentiles among the 656 skaters in this edition with a report and enough ice time. The report bar ranks the mean of the grades above — 81 on their own scale — against every other report's mean. The numbers bar ranks his share of expected goals. A gap is a disagreement about where he belongs, not two scales talking past each other.

Tracked

NHL Edge, 2025-26 · 79 games

Top speed
22.3 mph
53rd pct

fastest he was clocked all season; the league's average best is 22.2

Bursts over 20 mph
1.23 a game

how often he reaches that speed, not how fast he goes

Distance
2.77 miles a game

skated, all strengths

Hardest shot
87.2 mph
64th pct

one shot; the league's average best is 83.6

A top speed is a season's best, and a man who takes more shifts gets more tries at one; the percentile is the feed's own, against every skater, and says less between a top-pair defenceman and a fourth-line wing than it does between two men in the same job. The counts are shown per game for the same reason.

Recent form

Last 20 appearances, 2025-26, oldest first

9

points in his last 10 games — 5 goals, 4 assists, 15 shots

Each bar is one game by points. Filled bars are games he scored in.

Usual linemates

2025-26 · 1115 minutes at five-on-five

Share of his five-on-five ice time spent alongside each player, measured from shift charts. Special teams are excluded: a power-play unit is not a line.

Why the numbers land there

Five-on-five, 2025-26

The club
TOR took 46.3% of the expected goals as a club. His own share is 44.5% — 1.8 below the club he did it on.
The role
First line, 1,115 minutes at five-on-five — 73rd percentile in ice time.

With and without

TeammateTogetherHim apartMate apart
Auston Matthews47.2%42.6%48.5%
Morgan Rielly46.0%43.5%49.4%
Max Domi39.5%47.4%48.0%

47.2% together, 42.6% for him apart and 48.5% for Matthews apart. He was worse away from Matthews, who was no better away from him — he needed that pairing more than Matthews did.

Expected-goal share while both were on the ice, and for each man in the minutes he played without the other. Apart is the pair subtracted from his own totals. It does not settle who was carrying whom — apart from each other, both were still playing with somebody — but it does say whether the share travelled when the pairing broke up.

Where he shoots from

goal on goal missed

189 unblocked shots in 2025-26, 21 of them goals. His median goal came from 10 feet. 62% of his shots came from inside twenty feet.