Armchair Hockey Scout

Ask the book

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.

MC

Mitchell Chaffee

Tampa Bay Lightning Right Wing

Undrafted, 12 goals in 66 games, and the worst chance share on the club by six points.

SeasonTeamGPGAPTS+/-PIMPPSHGWSS%TOI
2021-22MIN2000+1000010.07:27
2023-24TBL30437+240002714.811:17
2024-25TBL6612618-3214026817.612:02
2025-26 so far—————————————
Career—98169250254029616.711:43

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

12 goals and 6 assists in 66 games — 18 points at 12:02 a night, minus-3, with 4 power-play goals and 21 penalty minutes on 68 shots.

39.4 per cent of the expected goals at five-on-five, the 4th percentile — the worst mark on the club by six points. His ice went 24-23 against an expectation of 19.26-29.63, which is a seventeen-goal finishing surplus on a fourth line and a defensive record six goals better than the chances. Both of those are noise.

The Finesse Game

68 attempts at a median of 21 feet with 45 per cent from inside 20, converting at 17.6 per cent for 12 goals. He goes to the paint and last season everything went in.

6 assists in 66 games. There is no creation and there is not meant to be; he is a net-front body on a fourth line who ended up with four power-play goals because the club has nobody else who will stand there.

The Physical Game

6-1 and 197 and he plays a heavy forechecking game. He finishes checks, he wins pucks below the goal line, and he goes to the front of the net.

21 penalty minutes in 66 games is a moderate rate. He is honest rather than nasty and he does not go looking for anything.

The Intangibles

Undrafted out of Massachusetts, and he played three seasons in the American League before an NHL job at 26.

98 games and 25 points. He is 27, and a 39.4 per cent chance share with a 17.6 per cent shooting percentage is the definition of a player whose next season will look nothing like his last.

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.

  • undrafteda strength· arrived without a pick attached

    “**Undrafted out of Massachusetts**, and he played three seasons in the American League before an NHL job at 26.”

  • net-fronta strength· lives in the blue paint; the screens and the tips

    “He goes to the paint and last season everything went in.”

  • forechecks-aggressivelya strength· first man in, and on the puck

    “He finishes checks, he wins pucks below the goal line, and he goes to the front of the net.”

  • wins-the-walla strength· the corners and below the goal line

    “He finishes checks, he wins pucks below the goal line, and he goes to the front of the net.”

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

    “He is honest rather than nasty and he does not go looking for anything.”

The numbers underneath

On the ice

Five-on-five, 2024-25 · 686 minutes

Expected goals
39.4%
2nd pct

share of the chances while he was out there

Shot attempts
43.6%
7th pct

share of the attempts while he was out there

Goals while he was on the ice: 24 for, 23 against. Expected: 19.3 and 29.6.

The eye and the numbers

Hindsight
Report
25th
Numbers
2nd

The report ranks him 23 points above where the numbers do. 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 · 66 games

Top speed
22.7 mph
72nd pct

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

Bursts over 20 mph
1.33 a game

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

Distance
1.90 miles a game

skated, all strengths

Hardest shot
85.0 mph
43rd pct

one shot; the league's average best is 83.9

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.

Usual linemates

2024-25 · 686 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
TBL took 50.8% of the expected goals as a club. His own share is 39.4% — 11.4 below the club he did it on.
The role
Fourth line, 686 minutes at five-on-five — 27th percentile in ice time.

With and without

TeammateTogetherHim apartMate apart
Nick Paul38.6%40.0%50.8%
Emil Lilleberg35.4%41.7%49.4%
Ryan McDonagh43.2%38.0%53.7%

38.6% together, 40.0% for him apart and 50.8% for Paul apart. Paul was better away from him while his own share held, which is a mark against him more than for 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

97 unblocked shots in 2024-25, 12 of them goals. His median goal came from 15 feet. 46% of his shots came from inside twenty feet, 12% from beyond forty.