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.

Artem Zub

Photo by All-Pro Reels, CC BY-SA 2.0

Artem Zub

Ottawa Senators Defense #2

Undrafted, plus 22, and a median shot from 58 feet.

SeasonTeamGPGAPTS+/-PIMPPSHGWSS%TOI
2020-21OTT4731114+426001397.718:23
2021-22OTT8161622+160000926.521:02
2022-23OTT533710+239000417.320:15
2023-24OTT6952025+532010855.921:01
2024-25OTT5621113+334001573.520:38
2025-26OTT8152530+2257000925.420:48
2026-27 so far—————————————
Career—3872490114+372480124065.920:30

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

5 goals and 25 assists in 81 games — 30 points, plus-22, at 20:48 a night with 1,402 5-on-5 minutes, the most on the club.

The Finesse Game

Almost none. 148 unblocked attempts from a median of 58 feet, 3 per cent from inside 20, 5 goals.

25 assists from 21 minutes a night is a fair return for a defenceman whose job is to give the puck to somebody better and then defend the consequences.

The Physical Game

6-3, 201, and genuinely hard. 57 penalty minutes, a willingness to hit and to block shots, and he clears his own crease properly.

The Intangibles

52.1 per cent of the expected goals, 71st percentile, and 51.3 per cent of the shot attempts, 69th, across 1,400 minutes of the hardest assignment on a club that finished 1st in the league in even-strength expected goals against.

The goals went 56-49 in his favour, and the plus-22 — the best figure on the roster — agrees with it, which on this team is rare.

He is 30, undrafted out of Russia, and arrived in the NHL at 25. 6 years later he plays the most minutes on the best defensive team in hockey. That is one of the better scouting stories in this book.

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.

  • perimeter· shoots from the outside, by choice or because he cannot get in

    81.8% of his attempts from 40 feet or beyond, 91st percentile among defencemen

    Season to season, this measure repeats well (0.66) · 50% keep it

  • durable· was available

    81 of 82 games

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

  • hard-minutes· is started in his own end, against the other club's best

    39% of his end-zone starts in the attacking end, 7th percentile among defencemen

    Season to season, this measure repeats well (0.66) · 50% keep it

The numbers underneath

On the ice

Five-on-five, 2025-26 · 1,402 minutes

Expected goals
52.1%
71st pct

share of the chances while he was out there

Shot attempts
51.3%
69th pct

share of the attempts while he was out there

Goals while he was on the ice: 56 for, 49 against. Expected: 54.2 and 49.8.

The eye and the numbers

Sighted
Report
44th
Numbers
71st
Blind
44th

The numbers rank him 27 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.

The same player was graded a second time from his biography and his box score alone, with the measured record withheld. That reading lands 27 points from the numbers; this one lands 27. Across the whole control the two distances come out the same, which is worth knowing in both directions: the arithmetic on both sides of the sighted reading did not buy it any accuracy, and it did not cost it any either.

All three 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 — 71 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 · 81 games

Top speed
20.9 mph
25th pct

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

Bursts over 20 mph
0.11 a game

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

Distance
2.79 miles a game

skated, all strengths

Hardest shot
94.7 mph
77th 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

6

points in his last 10 games — 1 goals, 5 assists, 14 shots

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

Usual linemates

2025-26 · 1402 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
OTT took 54.9% of the expected goals as a club. His own share is 52.1% — 2.8 below the club he did it on.
The role
First pair, 1,402 minutes at five-on-five — 93rd percentile in ice time.

With and without

TeammateTogetherHim apartMate apart
Jake Sanderson54.4%48.2%60.3%
Michael Amadio49.4%54.0%54.9%
Shane Pinto52.9%51.7%54.7%

54.4% together, 48.2% for him apart and 60.3% for Sanderson apart. He was the one being carried: the share went with Sanderson and did not follow him.

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

148 unblocked shots in 2025-26, 5 of them goals. His median goal came from 31 feet. 3% of his shots came from inside twenty feet, 82% from beyond forty.