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.

Sam Malinski

Photo by Kenneth C. Zirkel, CC BY-SA 4.0

Sam Malinski

Colorado Avalanche Defense #70

An undrafted defenceman who was plus-43, which is the highest number in this edition.

SeasonTeamGPGAPTS+/-PIMPPSHGWSS%TOI
2023-24COL233710+36101319.714:14
2024-25COL7651015+8160001154.315:57
2025-26COL8283240+43220011644.917:37
2026-27 so far—————————————
Career—181164965+54441023105.216:29

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

8 goals and 32 assists in all 82 games for 40 points, plus-43 — third on the team behind MacKinnon and Necas, and third in this edition — on 17 and a half minutes a night, with no power-play time worth mentioning.

The Finesse Game

He moves the puck quickly and confidently and shoots more than most third-pairing defencemen — 164 shots is a striking volume for someone playing 17 minutes without a man-advantage role, and 8 goals came from it.

The passing is the better half. 32 assists at even strength means he is starting plays rather than finishing them, and he does it without the puck-management errors that usually come with a defenceman this willing.

The skating is good enough to defend the rush and to activate without being caught.

The Physical Game

5-11 and 190, and he is not physical. He defends with stick and position, and heavy forwards can establish themselves in front of him.

The Intangibles

Undrafted out of Cornell, a full season at 27, and the best plus-minus in the league among defencemen. The caveat is real — plus-minus flatters a defenceman on a team that controlled play this thoroughly, and he played sheltered minutes.

But 40 points and 43 is not a fluke of deployment alone. This is the season that turns him from a depth piece into a player somebody pays.

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.

  • durable· was available

    82 of 82 games

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

  • drives-play· the shot clock turns his way while he is out there

    60.3% of the expected goals at five-on-five with him on, 55.3% for his club in the minutes he sat: +5.0, 93rd percentile among defencemen

    Season to season, this measure repeats moderately (0.39) · 29% keep it

The numbers underneath

On the ice

Five-on-five, 2025-26 · 1,343 minutes

Expected goals
60.3%
100th pct

share of the chances while he was out there

Shot attempts
59%
98th pct

share of the attempts while he was out there

Goals while he was on the ice: 73 for, 31 against. Expected: 68.1 and 44.9.

The eye and the numbers

Sighted
Report
67th
Numbers
100th

The numbers rank him 33 points above where the report does. 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 — 75 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 · 82 games

Top speed
22.9 mph
91st pct

fastest he was clocked all season; the league's average best is 21.6

Bursts over 20 mph
1.41 a game

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

Distance
2.61 miles a game

skated, all strengths

Hardest shot
96.8 mph
87th pct

one shot; the league's average best is 88.9

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

8

points in his last 10 games — 4 goals, 4 assists, 29 shots

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

Usual linemates

2025-26 · 1343 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
COL took 56.9% of the expected goals as a club. His own share is 60.3% — 3.4 above the club he did it on.
The role
Third pair, 1,343 minutes at five-on-five — 90th percentile in ice time.

With and without

TeammateTogetherHim apartMate apart
Nathan MacKinnon60.1%60.4%58.6%
Martin Necas60.5%60.2%55.7%
Jack Drury65.1%58.7%52.6%

60.1% together, 60.4% for him apart and 58.6% for MacKinnon apart. Splitting them up moved neither man. Whatever is driving the share, it is not this pairing.

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

249 unblocked shots in 2025-26, 8 of them goals. His median goal came from 44 feet. 4% of his shots came from inside twenty feet, 76% from beyond forty.