C. McLennan

How well supported: 65%. Clustering the same 17 seasons without our labels puts 65% of them in the group our archetype names would predict. That is a weak match — read the four scores, not the headline label. No position separates cleanly into discrete types (silhouette 0.25); these are continua, and the scores describe position along them.

A percentile, not a success rate: 67th means he did more of it than two thirds of the 17 Aberdeen winger / wide forward seasons on record. Context, not a league benchmark. Style, not rating: goals, assists and conversion feed none of these scores. Evidence behind it: medium confidence (82) on 589 minutes, 19 of 19 matches with event data.

No shape reaches 270 minutes this season, so there is nothing here worth ranking.

1. Vicente Besuijen2021/2271
   closest on Box touches, Crosses, Take-ons
2. Jeppe Okkels2024/2570
   closest on Pass xT, Crosses, Fouls won
3. Marley Watkins2022/2368
   closest on Shots, Box touches, npxG

Nearest style profile among 17 Aberdeen winger / wide forward seasons, across the model’s on-ball dimensions. Not a ranking: this asks who he plays like, not who was better.

Against other clubs

Percentile against 90 players from 10 other Scottish clubs, in their matches against Aberdeen. Shares of his own actions rather than per-90: opponent minutes are derived from the lineup, good enough to require 450 of them but not precise enough to divide by.

Celtic and Rangers are left out of the pool. With them in, they held 8 of the top 10 for passing and none of the top 10 for aerials — they distorted every feature one way or the other. Without them the remaining ten clubs behave alike enough that a player's club explains under a sixth of the variance in any of these, so all of them are readable as the player rather than the team.

Based on 19 Aberdeen matches and 351 touches this season, against opponents with at least 450 minutes against us across five years. Every feature shown agrees with itself when a player's matches are split in half and measured twice; aerial win rate and take-on success do not on this sample, so they are left out. These are still matches against one specific side — enough to place a player, not to quote as league form.

Who else plays like this

Players from 10 other Scottish clubs who reach McLennan's level on all four of the things that most characterise him.

1. Martin BoyleHibernian97 · 95 · 98 · 92
2. Simon MurrayDundee FC95 · 99 · 77 · 99
3. Alan ForrestHearts94 · 83 · 79 · 82
4. Danny ArmstrongKilmarnock98 · 81 · 99 · 87
5. Glenn MiddletonDundee United92 · 88 · 94 · 93
6. Greg KiltieSt. Mirren87 · 92 · 82 · 86
7. Josh MulliganDundee FC93 · 89 · 67 · 85

7 of 90 pool players match. The pool is opponents with at least 450 minutes against Aberdeen across five years — roughly four matches a season each, and only against us. This is a prompt to go and watch someone, not a scouting verdict, and it cannot see anyone who has not played us.