FairValue

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  • EnvironmentOverviewWhat FairValue measures, what it found, where to go next.
  • EnvironmentTerminalExplore, compare and track players; market, league and model views.
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  • TerminalMarket LandscapeHow observed value is distributed, and where the model drifts.

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Portrait of Davide Bartesaghi

Davide

Bartesaghi

LBItaly · AC Milan

№ 887638Elite €28.5M −0.26

Close-up

Image: FootyLogos

Player dossierSerie A

DavideBartesaghi

LBLeft-BackDefender

Club
AC Milan
League
Serie A
Nationality
Italy
Age
20
Height
193 cm
Foot
Left
Valued
29 May 2026

Reading the valuation

The market values Bartesaghi at €22M. Model A, which never saw Bartesaghi during training, estimates €28.5M: the market value is 23% below that estimate.

That is a factor of ×1.30. 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 €17.6M, 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.

▼ −0.26A €28.5M▲ +0.22B €17.6M
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
40
Minutes
2,708
Goals
2
Assists
1
Started
29/40
Min / app
68
Cards
3Y 1R

Club matches, two years to the valuation date

The Valuation Journey

What moves Model A

Asking the prediction API to explain Model A for Bartesaghi…

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 €22M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €22MModel A €28.5M

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

Davide Bartesaghi's percentiles among defenders: Goals per 90 73rd, Assists per 90 46th, Minutes, two years 47th, Starts 31st, Minutes, last 365 days 77th, European club minutes 62nd73rdGoals46thAssists47thMinutes31stStarts77thRecent62ndEurope

Dashed ring: the defender median (50th percentile)

Minutes, last 365 days

Club minutes in the final year of the window: recent involvement, or the absence of it.

2,536 this player1,687 defender median77th percentile

0peer deciles · median line · this player ●4,941

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
Dec 2023
Peak
€23M
Mar 2026
Model target
€22M
May 2026
Valuations
8
2 club changes
May 2026€22MAC MilanValuation the model is trained to reproduce

May 2026: €22M, AC Milan. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2023-12-20€1MMilan Primavera
2024-06-25€1MMilan Primavera
2024-12-19€1.2MMilan Futuro
2025-06-19€1.8MMilan Futuro
2025-10-07€3MAC Milan
2025-12-23€18MAC Milan
2026-03-24€23MAC Milan
2026-05-29€22MAC Milan

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
−0.259

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 85% of the 507 Serie A players.

€100k€750k€5M€30M€22MSee them in the Explorer →

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

Valued above 92% of the 2,065 defenders.

€20k€200k€2M€20M€22MSee them in the Explorer →

Where Bartesaghi 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).