FairValue

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

Lobato

LWBrazil · Panetolikos

№ 865028Emerging €329k +0.89

Player dossierSuper League

LennyLobato

LWLeft WingerAttack

Club
Panetolikos
League
Super League
Nationality
Brazil
Age
25
Height
174 cm
Foot
Left
Valued
4 Jun 2026

Reading the valuation

The market values Lobato at €800k. Model A, which never saw Lobato during training, estimates €329k: the market value is 143% above that estimate.

That is a factor of ×2.43. 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 €361k, 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.

▲ +0.89A €329k▲ +0.79B €361k
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
7
Minutes
493
Goals
0
Assists
0
Started
7/7
Min / app
70
Cards
1Y 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 Lobato…

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 €800k

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €800kModel A €329k

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

Lenny Lobato's percentiles among attackers: Goals per 90 3rd, Assists per 90 6th, Minutes, two years 2nd, Starts 100th, Minutes, last 365 days 14th, European club minutes 28th3rdGoals6thAssists2ndMinutes100thStarts14thRecent28thEurope

Dashed ring: the attacker median (50th percentile)

Starts

Share of appearances started rather than entered from the bench.

100% this player59% attacker median100th percentile

5%peer deciles · median line · this player ●100%

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
€25k
May 2022
Peak
€1.5M
Mar 2025
Model target
€800k
Jun 2026
Valuations
12
4 club changes
Jun 2026€800kPanetolikosValuation the model is trained to reproduce

Jun 2026: €800k, Panetolikos. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2022-05-24€25kCA Vélez Sarsfield II
2022-10-26€25kCA Vélez Sarsfield II
2023-07-04€175kCA Vélez Sarsfield
2023-12-19€150kCA Vélez Sarsfield
2024-03-11€800kCA Vélez Sarsfield
2024-06-12€750kCA Vélez Sarsfield
2024-11-27€750kSport Club do Recife
2025-03-28€1.5MSport Club do Recife
2025-06-06€1.5MSport Club do Recife
2025-12-17€1.2MDefensa y Justicia
2026-03-06€1MPanetolikos
2026-06-04€800kPanetolikos

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
+0.887

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 →

Super League356 players · median €600k

Valued above 60% of the 356 Super League players.

€20k€150k€1M€7.5M€800kSee them in the Explorer →

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

Valued above 25% of the 1,583 attackers.

€20k€300k€5M€75M€800kSee them in the Explorer →

Where Lobato 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).