FairValue

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

Idrissi

LBItaly · Cagliari Calcio

№ 885226Established €3.8M +0.05

Player dossierSerie A

RiyadIdrissi

LBLeft-BackDefender

Club
Cagliari Calcio
League
Serie A
Nationality
Italy
Age
20
Height
182 cm
Foot
Left
Valued
29 May 2026

Reading the valuation

The market values Idrissi at €4M. Model A, which never saw Idrissi during training, estimates €3.8M: the market value is 5% above that estimate.

That is a factor of ×1.05. 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 €935k, 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.

▲ +0.05A €3.8M▲ +1.45B €935k
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
26
Minutes
950
Goals
2
Assists
1
Started
6/26
Min / app
37
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 Idrissi…

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 €4M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €4MModel A €3.8M

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

Riyad Idrissi's percentiles among defenders: Goals per 90 98th, Assists per 90 76th, Minutes, two years 11th, Starts 0th, Minutes, last 365 days 28th, European club minutes 30th98thGoals76thAssists11thMinutes0thStarts28thRecent30thEurope

Dashed ring: the defender median (50th percentile)

Goals per 90

Club goals per 90 minutes played in the two years to the valuation date.

0.19 this player0.03 defender median98th percentile

0.00peer deciles · median line · this player ●0.41

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
€200k
Jun 2024
Peak
€4M
Mar 2026
Model target
€4M
May 2026
Valuations
8
2 club changes
May 2026€4MCagliari CalcioValuation the model is trained to reproduce

May 2026: €4M, Cagliari Calcio. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2024-06-25€200kCagliari Primavera
2024-10-15€500kModena FC
2024-12-23€750kModena FC
2025-06-02€1MModena FC
2025-10-07€1.5MCagliari Calcio
2025-12-23€2.5MCagliari Calcio
2026-03-24€4MCagliari Calcio
2026-05-29€4MCagliari Calcio

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
+0.051

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 →

Serie A507 players · median €5.5M

Valued above 39% of the 507 Serie A players.

€100k€750k€5M€30M€4MSee them in the Explorer →

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

Valued above 65% of the 2,065 defenders.

€20k€200k€2M€20M€4MSee them in the Explorer →

Where Idrissi 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).