FairValue

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

Bola

LBEngland · Watford FC

№ 340310Emerging €1.9M −0.23

Player dossierPremier League

MarcBola

LBLeft-BackDefender

Club
Watford FC
League
Premier League
Nationality
England
Age
27
Height
185 cm
Foot
Left
Valued
3 Dec 2025

Reading the valuation

The market values Bola at €1.5M. Model A, which never saw Bola during training, estimates €1.9M: the market value is 21% below that estimate.

That is a factor of ×1.26. 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 €1.6M, closer to the market here, although it is usually further off (typical miss ×2.07).

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

▼ −0.23A €1.9M▼ −0.06B €1.6M
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
3,429
Goals
1
Assists
5
Started
39/45
Min / app
76
Cards
5Y 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 Bola…

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 €1.5M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €1.5MModel A €1.9M

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

Marc Bola's percentiles among defenders: Goals per 90 45th, Assists per 90 85th, Minutes, two years 61st, Starts 60th, Minutes, last 365 days 45th, European club minutes 30th45thGoals85thAssists61stMinutes60thStarts45thRecent30thEurope

Dashed ring: the defender median (50th percentile)

Assists per 90

Club assists per 90 minutes in the same window.

0.13 this player0.04 defender median85th 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
€100k
Oct 2017
Peak
€1.8M
Jun 2021
Model target
€1.5M
Dec 2025
Valuations
20
5 club changes
Dec 2025€1.5MWatford FCValuation the model is trained to reproduce

Dec 2025: €1.5M, Watford FC. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2017-10-24€100kBristol Rovers
2019-10-17€500kMiddlesbrough FC
2020-04-08€400kBlackpool FC
2020-10-15€400kMiddlesbrough FC
2020-12-22€700kMiddlesbrough FC
2021-03-10€1.2MMiddlesbrough FC
2021-06-30€1.8MMiddlesbrough FC
2021-11-24€1.8MMiddlesbrough FC
2022-05-13€1.8MMiddlesbrough FC
2022-10-27€1.8MMiddlesbrough FC
2023-06-01€1.5MMiddlesbrough FC
2023-09-27€1.5MSamsunspor
2023-12-21€1.3MSamsunspor
2024-03-15€1.1MSamsunspor
2024-05-31€1MSamsunspor
2024-10-04€1.2MSamsunspor
2024-12-23€1.2MSamsunspor
2025-03-20€1.5MSamsunspor
2025-06-18€1.5MSamsunspor
2025-12-03€1.5MWatford 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
−0.232

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 7% of the 555 Premier League players.

€150k€1M€7.5M€50M€1.5MSee them in the Explorer →

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

Valued above 43% of the 2,065 defenders.

€20k€200k€2M€20M€1.5MSee them in the Explorer →

Where Bola 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).