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Rory

McKenzie

RWScotland · Kilmarnock FC

№ 177550Emerging €116k −0.84

Player dossierPremiership

RoryMcKenzie

RWRight WingerAttack

Club
Kilmarnock FC
League
Premiership
Nationality
Scotland
Age
32
Height
176 cm
Foot
Right
Valued
20 May 2026

Reading the valuation

The market values McKenzie at €50k. Model A, which never saw McKenzie during training, estimates €116k: the market value is 57% below that estimate.

That is a factor of ×2.31. Model A's typical held-out miss is ×1.50 either way, so this gap is larger than its usual error.

Without league and club, Model B estimates €349k, further from the market. Model B is usually further off (typical miss ×2.07): league and club explain much of how the market prices players.

A gap describes the model's arithmetic for this player's inputs, not what the player is worth.

▼ −0.84A €116k▼ −1.94B €349k
Pitch length is a log value scale fitted to this player's figures. ● observed · ◇ Model A · dashed ◇ Model B · each arc is a residual, log(observed) − log(estimate).
Apps
35
Minutes
834
Goals
0
Assists
0
Started
6/35
Min / app
24
Cards
2Y 0R

Club matches, two years to the valuation date

The Valuation Journey

What moves Model A

Asking the prediction API to explain Model A for McKenzie…

SHAP describes the model's arithmetic for this player's inputs, not what causes market value. Model B can be explained only by the live service; Model A also has a published explanation for the research players.

Model A vs Model B against the observed €50k

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €50kModel A €116k

Asking the prediction API…

Held-out estimates come from cross-validation, with this player outside the training data: the honest comparison. Served models were refitted on every player, this one included, so they sit closer to the market. Shaded band: Model A's typical miss (×1.50 either way).

Player traitspercentiles vs 1,583 attackers

Rory McKenzie's percentiles among attackers: Goals per 90 3rd, Assists per 90 6th, Minutes, two years 14th, Starts 2nd, Minutes, last 365 days 11th, European club minutes 74th3rdGoals6thAssists14thMinutes2ndStarts11thRecent74thEurope

Dashed ring: the attacker median (50th percentile)

European club minutes

Share of minutes played in UEFA club competitions.

12% this player0% attacker median74th percentile

0%peer deciles · median line · this player ●100%

No passing, progression or defensive actions exist in the dataset, so no trait claims to measure them.

Valuation history every Transfermarkt valuation on record

First valuation
€50k
Sept 2012
Peak
€500k
Jun 2023
Model target
€50k
May 2026
Valuations
27
0 club changes
May 2026€50kKilmarnock FCValuation the model is trained to reproduce

May 2026: €50k, Kilmarnock FC. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2012-09-17€50kKilmarnock FC
2013-02-14€125kKilmarnock FC
2013-10-08€125kKilmarnock FC
2014-02-13€175kKilmarnock FC
2014-10-08€250kKilmarnock FC
2015-12-07€275kKilmarnock FC
2017-02-14€275kKilmarnock FC
2018-03-04€300kKilmarnock FC
2018-08-08€300kKilmarnock FC
2019-01-03€300kKilmarnock FC
2019-08-20€300kKilmarnock FC
2020-02-05€350kKilmarnock FC
2020-04-08€300kKilmarnock FC
2020-07-21€300kKilmarnock FC
2021-01-18€400kKilmarnock FC
2021-06-28€325kKilmarnock FC
2021-12-31€325kKilmarnock FC
2022-05-31€400kKilmarnock FC
2022-12-13€400kKilmarnock FC
2023-06-26€500kKilmarnock FC
2023-12-05€400kKilmarnock FC
2024-05-30€350kKilmarnock FC
2024-12-03€250kKilmarnock FC
2025-06-17€200kKilmarnock FC
2025-12-10€150kKilmarnock FC
2026-03-05€100kKilmarnock FC
2026-05-20€50kKilmarnock FC

Audit context group-level, not about this player

Audit group
UEFA
Population gap, Model A
+0.093 95% CI +0.063 to +0.124
This player, market vs held-out A
−0.838

The group comes from first-listed citizenship and is never a model input. Across the population, non-UEFA players' market values sit about 10% above Model A's held-out estimates, relative to UEFA players in the same leagues. One player's residual says nothing about that pattern (typical miss ×1.50), and none of it is evidence of discrimination: the target may itself be biased. Open the Fairness Audit

In context observed value among comparable players in this build

All players in the Terminal →

Premiership311 players · median €400k

Valued above 2% of the 311 Premiership players.

€20k€150k€1M€7.5M€50kSee them in the Explorer →

Attackers, all leagues1,583 players · median €2.5M

Valued above 0% of the 1,583 attackers.

€20k€300k€5M€75M€50kSee them in the Explorer →

Where McKenzie appears

Watchlists and the comparison tray are kept in this browser only.

Near this valuation closest observed values: same league, then same position

Counts and ranks of observed Transfermarkt values only; model errors are never ranked here. Full player export: Every player in the modelling population (D-011).