FairValue

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  • EnvironmentOverviewWhat FairValue measures, what it found, where to go next.
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  • TerminalMarket LandscapeHow observed value is distributed, and where the model drifts.

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Yan

Maranhão

CFBrazil · Moreirense FC

№ 862568Emerging €875k −0.38

Player dossierLiga Portugal

YanMaranhão

CFCentre-ForwardAttack

Club
Moreirense FC
League
Liga Portugal
Nationality
Brazil
Age
23
Height
184 cm
Foot
Right
Valued
28 May 2026

Reading the valuation

The market values Maranhão at €600k. Model A, which never saw Maranhão during training, estimates €875k: the market value is 31% below that estimate.

That is a factor of ×1.46. 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 €1.1M, 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.

▼ −0.38A €875k▼ −0.59B €1.1M
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
29
Minutes
993
Goals
4
Assists
1
Started
9/29
Min / app
34
Cards
7Y 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 Maranhão…

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 €600k

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €600kModel A €875k

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

Yan Maranhão's percentiles among attackers: Goals per 90 69th, Assists per 90 28th, Minutes, two years 19th, Starts 12th, Minutes, last 365 days 26th, European club minutes 28th69thGoals28thAssists19thMinutes12thStarts26thRecent28thEurope

Dashed ring: the attacker median (50th percentile)

Goals per 90

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

0.36 this player0.26 attacker median69th percentile

0.00peer deciles · median line · this player ●1.17

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
€300k
Mar 2025
Peak
€600k
May 2025
Model target
€600k
May 2026
Valuations
4
0 club changes
May 2026€600kMoreirense FCValuation the model is trained to reproduce

May 2026: €600k, Moreirense FC. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2025-03-31€300kMoreirense FC
2025-05-30€600kMoreirense FC
2025-12-18€600kMoreirense FC
2026-05-28€600kMoreirense FC

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
−0.377

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 →

Liga Portugal423 players · median €1M

Valued above 27% of the 423 Liga Portugal players.

€20k€200k€2M€20M€600kSee them in the Explorer →

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

Valued above 19% of the 1,583 attackers.

€20k€300k€5M€75M€600kSee them in the Explorer →

Where Maranhão 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).