Armchair Hockey Scout

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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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70

Sam Malinski

Colorado Avalanche Defense

Undrafted out of Cornell, 76 games on the third pair, and an even chance share doing it.

SeasonTeamGPGAPTS+/-PIMPPSHGWSS%TOI
2023-24COL233710+36101319.714:14
2024-25COL7651015+8160001154.315:57
2025-26 so far—————————————
Career—9981725+11221011465.515:33

This Season So Far

The 2025-26 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

5 goals and 10 assists in 76 games for 15 points, plus-8, on 15:57 a night.

Exactly 49.8 per cent of the expected goals at five-on-five, the 53rd percentile, over 1,089 minutes. His on-ice goals were 45-33 against an expected 40-41, so the results ran ahead of the play — a third pair that got good goaltending and better luck.

The Finesse Game

He starts plays rather than finishing them. The skating is good enough to retrieve under pressure and the first pass is quick, and unlike most defencemen that willing to move the puck early he does not give it away doing it.

115 shots with 79 per cent of them from beyond 40 feet is the profile of a man whose offence is entirely getting pucks to the net from the line. There is no rush game and no deception in it, which is why 15 points is probably close to the ceiling.

The Physical Game

5-11 and 190, and neither heavy nor soft. He takes contact to make a play and does not initiate it, and 16 penalty minutes across 76 games is a player who is rarely late and rarely angry.

He does not defend the net front and should not be asked to, which on this blue line is a problem — three of the top six cannot.

The Intangibles

Undrafted, four years at Cornell, and an NHL regular at 27, which is a career almost nobody has. Nothing about the way he plays suggests he thinks the job is safe.

The honest projection is a third-pair defenceman on a good team, which is exactly what Colorado needs him to be. The risk is that last season’s results flattered him by 8 goals and the shot share underneath was ordinary.

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.

  • a strengthread out of the prose, and claimed
  • he lacks itraised, and he does not have it

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.

  • transitiona strength· carries it out; gains the line under control

    “The skating is good enough to retrieve under pressure and the first pass is quick, and unlike most defencemen that willing to move the puck early he does not give it away doing it.”

  • punishinghe lacks it· finishes checks; hurts people legally

    “He takes contact to make a play and does not initiate it”

  • nastyhe lacks it· hard to play against; the edge is the point

    “16 penalty minutes across 76 games is a player who is rarely late and rarely angry”

  • clears-the-creasehe lacks it· moves grown men off the front of his net

    “He does not defend the net front and should not be asked to, which on this blue line is a problem — three of the top six cannot.”

  • undrafteda strength· arrived without a pick attached

    “Undrafted, four years at Cornell, and an NHL regular at 27, which is a career almost nobody has.”

The numbers underneath

On the ice

Five-on-five, 2024-25 · 1,089 minutes

Expected goals
49.8%
51st pct

share of the chances while he was out there

Shot attempts
52.4%
77th pct

share of the attempts while he was out there

Goals while he was on the ice: 45 for, 33 against. Expected: 40.5 and 40.8.

The eye and the numbers

Hindsight
Report
25th
Numbers
51st

The numbers rank him 26 points above where the report does. It was written for a back edition, with the seasons that followed already known. Neither the agreement nor the gap says anything about the eye, and this report is excluded from the club-level comparison for the same reason. 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 637 skaters in this edition with a report and enough ice time. The report bar ranks the mean of the grades above — 68 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, 2024-25 · 76 games

Top speed
22.3 mph
75th pct

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

Bursts over 20 mph
1.26 a game

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

Distance
2.35 miles a game

skated, all strengths

Hardest shot
96.8 mph
86th pct

one shot; the league's average best is 89.7

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.

Usual linemates

2024-25 · 1089 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, 2024-25

The club
COL took 53.2% of the expected goals as a club. His own share is 49.8% — 3.4 below the club he did it on.
The role
Third pair, 1,089 minutes at five-on-five — 74th percentile in ice time.

With and without

TeammateTogetherHim apartMate apart
Samuel Girard52.4%48.8%53.0%
Logan O'Connor58.2%47.1%50.7%
Casey Mittelstadt45.2%51.6%43.8%

52.4% together, 48.8% for him apart and 53.0% for Girard apart. He was worse away from Girard, who was no better away from him — he needed that pairing more than Girard 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

155 unblocked shots in 2024-25, 5 of them goals. His median goal came from 38 feet. 5% of his shots came from inside twenty feet, 79% from beyond forty.