FairValue

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

Lozano

CMSpain · RCD Espanyol Barcelona

№ 412045Established €6M −0.01

Player dossierLaLiga

PolLozano

CMCentral MidfieldMidfield

Club
RCD Espanyol Barcelona
League
LaLiga
Nationality
Spain
Age
26
Height
176 cm
Foot
Right
Valued
5 Jun 2026

Reading the valuation

The market values Lozano at €6M. Model A, which never saw Lozano during training, estimates €6M: the market value is 1% below that estimate.

That is a factor of ×1.01. 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 €4.3M, 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.

▼ −0.01A €6M▲ +0.34B €4.3M
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
4,132
Goals
2
Assists
2
Started
55/64
Min / app
65
Cards
21Y 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 Lozano…

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 €6M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €6MModel A €6M

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 1,687 midfielders

Pol Lozano's percentiles among midfielders: Goals per 90 31st, Assists per 90 25th, Minutes, two years 76th, Starts 80th, Minutes, last 365 days 70th, European club minutes 30th31stGoals25thAssists76thMinutes80thStarts70thRecent30thEurope

Dashed ring: the midfielder median (50th percentile)

Starts

Share of appearances started rather than entered from the bench.

86% this player69% midfielder median80th percentile

7%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
€200k
Oct 2018
Peak
€6M
Dec 2025
Model target
€6M
Jun 2026
Valuations
23
5 club changes
Jun 2026€6MRCD Espanyol BarcelonaValuation the model is trained to reproduce

Jun 2026: €6M, RCD Espanyol Barcelona. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2018-10-31€200kRCD Espanyol B
2019-02-19€250kRCD Espanyol B
2019-06-29€250kRCD Espanyol B
2019-09-10€1.5MRCD Espanyol B
2019-12-20€1.5MRCD Espanyol B
2020-04-08€1.3MRCD Espanyol B
2020-10-08€1.3MRCD Espanyol Barcelona
2020-11-23€1MRCD Espanyol Barcelona
2021-01-08€800kRCD Espanyol Barcelona
2021-06-24€800kRCD Espanyol Barcelona
2021-12-27€800kGirona FC
2022-03-21€1.2MGirona FC
2022-06-29€1.5MGirona FC
2022-11-07€1.5MRCD Espanyol Barcelona
2023-06-14€1.5MGranada CF
2023-10-13€2MRCD Espanyol Barcelona
2023-12-20€2MRCD Espanyol Barcelona
2024-06-24€2MRCD Espanyol Barcelona
2024-12-27€1.8MRCD Espanyol Barcelona
2025-03-21€4MRCD Espanyol Barcelona
2025-06-09€5MRCD Espanyol Barcelona
2025-12-12€6MRCD Espanyol Barcelona
2026-06-05€6MRCD Espanyol Barcelona

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
−0.007

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 →

LaLiga509 players · median €4M

Valued above 61% of the 509 LaLiga players.

€100k€1M€10M€100M€6MSee them in the Explorer →

Midfielders, all leagues1,687 players · median €2M

Valued above 69% of the 1,687 midfielders.

€20k€200k€2M€20M€6MSee them in the Explorer →

Where Lozano 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).