FairValue

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Estéban

Lepaul

CFFrance · Stade Rennais FC

№ 461607World Class €27.7M +0.23

Player dossierLigue 1

EstébanLepaul

CFCentre-ForwardAttack

Club
Stade Rennais FC
League
Ligue 1
Nationality
France
Age
26
Height
181 cm
Foot
Right
Valued
1 Jun 2026

Reading the valuation

The market values Lepaul at €35M. Model A, which never saw Lepaul during training, estimates €27.7M: the market value is 26% above that estimate.

That is a factor of ×1.26. 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 €16.5M, 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.

▲ +0.23A €27.7M▲ +0.75B €16.5M
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
62
Minutes
4,336
Goals
30
Assists
5
Started
51/62
Min / app
70
Cards
5Y 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 Lepaul…

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 €35M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €35MModel A €27.7M

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

Estéban Lepaul's percentiles among attackers: Goals per 90 96th, Assists per 90 34th, Minutes, two years 85th, Starts 86th, Minutes, last 365 days 91st, European club minutes 28th96thGoals34thAssists85thMinutes86thStarts91stRecent28thEurope

Dashed ring: the attacker median (50th percentile)

Goals per 90

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

0.62 this player0.26 attacker median96th 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
€150k
Dec 2021
Peak
€35M
Jun 2026
Model target
€35M
Jun 2026
Valuations
14
3 club changes
Jun 2026€35MStade Rennais FCValuation the model is trained to reproduce

Jun 2026: €35M, Stade Rennais FC. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2021-12-27€150kUS Orléans
2022-06-21€400kUS Orléans
2022-12-20€300kUS Orléans
2023-06-14€250kUS Orléans
2023-12-08€600kSAS Epinal
2024-03-26€700kAngers SCO
2024-06-11€800kAngers SCO
2024-12-10€700kAngers SCO
2025-03-24€5MAngers SCO
2025-06-03€7MAngers SCO
2025-10-10€12MStade Rennais FC
2025-12-15€15MStade Rennais FC
2026-03-27€20MStade Rennais FC
2026-06-01€35MStade Rennais FC

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
+0.233

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 →

Ligue 1423 players · median €5M

Valued above 94% of the 423 Ligue 1 players.

€100k€750k€5M€30M€35MSee them in the Explorer →

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

Valued above 94% of the 1,583 attackers.

€20k€300k€5M€75M€35MSee them in the Explorer →

Where Lepaul 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).