FairValue

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  • EnvironmentOverviewWhat FairValue measures, what it found, where to go next.
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Portrait of James Hill

James

Hill

CBEngland · AFC Bournemouth

№ 611793Elite €24.4M −0.06

Image: FootyLogos

Player dossierPremier League

JamesHill

CBCentre-BackDefender

Club
AFC Bournemouth
League
Premier League
Nationality
England
Age
24
Height
184 cm
Foot
Right
Valued
3 Jun 2026

Reading the valuation

The market values Hill at €23M. Model A, which never saw Hill during training, estimates €24.4M: the market value is 6% below that estimate.

That is a factor of ×1.06. Model A's typical held-out miss is ×1.50 either way, so this gap is within its usual error.

Without league and club, Model B estimates €3.7M, 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.

▼ −0.06A €24.4M▲ +1.82B €3.7M
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
45
Minutes
3,096
Goals
0
Assists
4
Started
33/45
Min / app
69
Cards
7Y 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 Hill…

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 €23M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €23MModel A €24.4M

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 2,065 defenders

James Hill's percentiles among defenders: Goals per 90 18th, Assists per 90 81st, Minutes, two years 54th, Starts 32nd, Minutes, last 365 days 71st, European club minutes 30th18thGoals81stAssists54thMinutes32ndStarts71stRecent30thEurope

Dashed ring: the defender median (50th percentile)

Assists per 90

Club assists per 90 minutes in the same window.

0.12 this player0.04 defender median81st percentile

0.00peer deciles · median line · this player ●0.58

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
€1M
May 2022
Peak
€23M
Jun 2026
Model target
€23M
Jun 2026
Valuations
11
3 club changes
Jun 2026€23MAFC BournemouthValuation the model is trained to reproduce

Jun 2026: €23M, AFC Bournemouth. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2022-05-13€1MAFC Bournemouth
2022-11-03€1MAFC Bournemouth
2023-06-26€1MHeart of Midlothian FC
2023-12-21€2MBlackburn Rovers
2024-05-27€2MAFC Bournemouth
2024-12-16€2MAFC Bournemouth
2025-05-30€3MAFC Bournemouth
2025-10-17€5MAFC Bournemouth
2025-12-09€7MAFC Bournemouth
2026-03-09€15MAFC Bournemouth
2026-06-03€23MAFC Bournemouth

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
−0.061

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 →

Premier League555 players · median €18M

Valued above 63% of the 555 Premier League players.

€150k€1M€7.5M€50M€23MSee them in the Explorer →

Defenders, all leagues2,065 players · median €2M

Valued above 93% of the 2,065 defenders.

€20k€200k€2M€20M€23MSee them in the Explorer →

Where Hill 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).