FairValue

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  • EnvironmentOverviewWhat FairValue measures, what it found, where to go next.
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Portrait of Lucas Perri

Lucas

Perri

GKBrazil · Leeds United

№ 352041Elite €16.8M −0.52

Close-up

Image: FootyLogos

Player dossierPremier League

LucasPerri

GKGoalkeeperGoalkeeper

Club
Leeds United
League
Premier League
Nationality
Brazil
Age
28
Height
197 cm
Foot
Right
Valued
3 Jun 2026

Reading the valuation

The market values Perri at €10M. Model A, which never saw Perri during training, estimates €16.8M: the market value is 40% below that estimate.

That is a factor of ×1.68. Model A's typical held-out miss is ×1.50 either way, so this gap is larger than its usual error.

Without league and club, Model B estimates €6.6M, 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.

▼ −0.52A €16.8M▲ +0.41B €6.6M
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
64
Minutes
5,850
Started
64/64
Min / app
91
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 Perri…

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 €10M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €10MModel A €16.8M

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 485 goalkeepers

Lucas Perri's percentiles among goalkeepers: Minutes, two years 84th, Starts 62nd, Minutes, last 365 days 55th, European club minutes 82nd84thMinutes62ndStarts55thRecent82ndEurope

Dashed ring: the goalkeeper median (50th percentile)

Minutes, two years

Total club minutes in the two-year window: how much the player was used.

5,850 this player2,790 goalkeeper median84th percentile

450peer deciles · median line · this player ●9,210

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
May 2016
Peak
€16M
Oct 2025
Model target
€10M
Jun 2026
Valuations
24
7 club changes
Jun 2026€10MLeeds UnitedValuation the model is trained to reproduce

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

Show as a table
DateMarket valueClub
2016-05-27€100kSão Paulo FC U20
2017-12-07€50kSão Paulo FC U20
2018-05-23€50kSão Paulo Futebol Clube
2019-03-05€250kCrystal Palace
2019-06-13€250kCrystal Palace
2019-11-27€250kSão Paulo Futebol Clube
2020-09-09€250kSão Paulo Futebol Clube
2021-02-09€200kSão Paulo Futebol Clube
2021-05-28€1.4MSão Paulo Futebol Clube
2021-12-17€1.2MSão Paulo Futebol Clube
2022-08-05€1MClube Náutico Capibaribe
2022-11-14€1MBotafogo de Futebol e Regatas
2023-04-07€2MBotafogo de Futebol e Regatas
2023-07-25€5MBotafogo de Futebol e Regatas
2023-12-11€8MBotafogo de Futebol e Regatas
2024-03-19€6MOlympique Lyon
2024-06-03€6MOlympique Lyon
2024-12-10€8MOlympique Lyon
2025-03-24€10MOlympique Lyon
2025-06-03€10MOlympique Lyon
2025-10-17€16MLeeds United
2025-12-09€16MLeeds United
2026-03-09€13MLeeds United
2026-06-03€10MLeeds United

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
−0.519

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 32% of the 555 Premier League players.

€150k€1M€7.5M€50M€10MSee them in the Explorer →

Goalkeepers, all leagues485 players · median €1M

Valued above 88% of the 485 goalkeepers.

€20k€200k€2M€20M€10MSee them in the Explorer →

Where Perri 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).