FairValue

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  • EnvironmentOverviewWhat FairValue measures, what it found, where to go next.
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Grady

Diangana

RWDR Congo · Elche CF

№ 342048Established €2M +0.01

Player dossierLaLiga

GradyDiangana

RWRight WingerAttack

Club
Elche CF
League
LaLiga
Nationality
DR Congo
Age
28
Height
180 cm
Foot
Left
Valued
5 Jun 2026

Reading the valuation

The market values Diangana at €2M. Model A, which never saw Diangana during training, estimates €2M: the market value is 1% above that estimate.

That is a factor of ×1.01. 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 €1M, 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.

▲ +0.01A €2M▲ +0.65B €1M
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
21
Minutes
950
Goals
1
Assists
0
Started
13/21
Min / app
45
Cards
3Y 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 Diangana…

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 €2M

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

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

Grady Diangana's percentiles among attackers: Goals per 90 13th, Assists per 90 6th, Minutes, two years 17th, Starts 55th, Minutes, last 365 days 35th, European club minutes 28th13thGoals6thAssists17thMinutes55thStarts35thRecent28thEurope

Dashed ring: the attacker median (50th percentile)

Starts

Share of appearances started rather than entered from the bench.

62% this player59% attacker median55th percentile

5%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
€1.5M
Dec 2018
Peak
€12M
Oct 2020
Model target
€2M
Jun 2026
Valuations
20
2 club changes
Jun 2026€2MElche CFValuation the model is trained to reproduce

Jun 2026: €2M, Elche CF. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2018-12-19€1.5MWest Ham United
2019-03-05€3.5MWest Ham United
2019-06-13€5MWest Ham United
2020-02-27€5MWest Bromwich Albion
2020-04-08€4.5MWest Bromwich Albion
2020-10-13€12MWest Bromwich Albion
2021-03-18€12MWest Bromwich Albion
2021-06-08€10MWest Bromwich Albion
2021-11-24€8MWest Bromwich Albion
2022-05-13€6MWest Bromwich Albion
2022-10-27€6MWest Bromwich Albion
2023-06-01€4.5MWest Bromwich Albion
2023-12-21€4.5MWest Bromwich Albion
2024-03-07€4MWest Bromwich Albion
2024-05-24€4MWest Bromwich Albion
2024-12-30€3.8MWest Bromwich Albion
2025-05-27€3.5MWest Bromwich Albion
2025-12-12€3.5MElche CF
2026-03-16€2.5MElche CF
2026-06-05€2MElche CF

Audit context group-level, not about this player

Audit group
non-UEFA
Population gap, Model A
+0.093 95% CI +0.063 to +0.124
This player, market vs held-out A
+0.005

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 →

LaLiga509 players · median €4M

Valued above 28% of the 509 LaLiga players.

€100k€1M€10M€100M€2MSee them in the Explorer →

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

Valued above 44% of the 1,583 attackers.

€20k€300k€5M€75M€2MSee them in the Explorer →

Where Diangana 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).