Armchair Hockey Scout

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2022-23 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 2022-23 edition’s index; readings rest on the players’ own pages; the model never counts. Twenty questions an hour.

This is the 2022-23 edition — an archived read. Read the 2024-25 report →

52

Emil Bemstrom

Columbus Blue Jackets Center

Nineteen goals in 117 games across three seasons, and a fourth-round pick still waiting for the shot to arrive.

SeasonTeamGPGAPTS+/-PIMPPSHGWSS%TOI
2019-20CBJ56101020-1085049710.312:16
2020-21CBJ20325+201002810.712:51
2021-22CBJ416511-14001629.710:31
2022-23 so far—————————————
Career—117191736-91260518710.211:45

This Season So Far

The 2022-23 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

6 goals and 5 assists in 41 games — 11 points at 10:31 a night, minus-1, with 4 penalty minutes.

48.8 per cent of the expected goals at five-on-five over 393 minutes. His ice went 16-16 against an expectation of 15.53-16.31 — a rare Blue Jacket whose ice broke even, in a sample too small to mean much.

Three hundred and ninety-three minutes is below the 500 this book requires before it will rank a player against the league, so no percentiles are quoted here.

The Finesse Game

Sixty-two shots at 9.7 per cent, on a median distance of 32 feet with 25 per cent from the slot. He was drafted as a shooter, and the shot is being taken from the wrong place.

Ten goals as a rookie in 2019-20 remains his best season, and he has 19 in 117 career games.

The Physical Game

6-0 and 190. Ten and a half minutes a night, and the fourth-line role has not produced anything that measures.

1.74 miles a game is the second-lowest figure on this roster, which is a shift-length artefact more than a description: the fourth line does not cover ground.

The Intangibles

One hundred and seventeenth overall in 2017, and 117 NHL games at 23.

He has been sent down and recalled in each of the last two seasons. On a club that has just added a hundred-point winger, the fourth-line minutes he needs are the ones about to disappear.

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

    30.9% of his attempts from 40 feet or beyond, 94th percentile among forwards

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

  • disciplined· stays out of the box

    0.10 penalty minutes a game over 41, 2nd percentile among forwards

    Season to season, this measure repeats well (0.75) · 35% keep it

The numbers underneath

On the ice

Five-on-five, 2021-22 · 393 minutes

Expected goals
48.8%
46th pct

share of the chances while he was out there

Shot attempts
50.7%
62nd pct

share of the attempts while he was out there

Goals while he was on the ice: 16 for, 16 against. Expected: 15.5 and 16.3.

The eye and the numbers

Hindsight
Report
9th
Numbers
46th

The numbers rank him 37 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 649 skaters in this edition with a report and enough ice time. The report bar ranks the mean of the grades above — 50 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, 2021-22 · 41 games

Top speed
23.1 mph
90th pct

fastest he was clocked all season; the league's average best is 22.0

Bursts over 20 mph
1.51 a game

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

Distance
1.74 miles a game

skated, all strengths

Hardest shot
87.6 mph
52nd pct

one shot; the league's average best is 84.1

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

2021-22 · 393 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, 2021-22

The club
CBJ took 44.8% of the expected goals as a club. His own share is 48.8% — 4.0 above the club he did it on.
The role
393 minutes at five-on-five — 13th percentile in ice time.

With and without

TeammateTogetherHim apartMate apart
Andrew Peeke45.4%50.5%43.6%
Eric Robinson52.3%47.3%44.8%
Vladislav Gavrikov44.4%50.9%45.5%

45.4% together, 50.5% for him apart and 43.6% for Peeke apart. He was better away from Peeke, who was no worse away from him — the pairing cost him more than it cost Peeke.

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

81 unblocked shots in 2021-22, 6 of them goals. His median goal came from 15 feet. 25% of his shots came from inside twenty feet, 31% from beyond forty.