FairValue

Checking model

Esc

  • EnvironmentOverviewWhat FairValue measures, what it found, where to go next.
  • EnvironmentTerminalExplore, compare and track players; market, league and model views.
  • EnvironmentStoriesValuations, head-to-heads and research findings, told as stories.
  • TerminalPlayer ExplorerSearch, filter and sort the player export.
  • TerminalComparison StudioTwo to four players on one scale.
  • TerminalWatchlistsNamed collections, kept in this browser.
  • TerminalMarket LandscapeHow observed value is distributed, and where the model drifts.

↑ ↓ to move · Enter to open · Esc to closeLoading player index…

Portrait of Raúl Albiol

Raúl

Albiol

CBSpain · Pisa Sporting Club

№ 15452Emerging €207k +1.22

Close-up

Image: FootyLogos

Player dossierSerie A

RaúlAlbiol

CBCentre-BackDefender

Club
Pisa Sporting Club
League
Serie A
Nationality
Spain
Age
40
Height
190 cm
Foot
Right
Valued
29 May 2026

Reading the valuation

The market values Albiol at €700k. Model A, which never saw Albiol during training, estimates €207k: the market value is 238% above that estimate.

That is a factor of ×3.38. 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 €96k, 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.

▲ +1.22A €207k▲ +1.98B €96k
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
25
Minutes
1,772
Goals
0
Assists
1
Started
20/25
Min / app
71
Cards
6Y 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 Albiol…

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 €700k

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €700kModel A €207k

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 2,065 defenders

Raúl Albiol's percentiles among defenders: Goals per 90 18th, Assists per 90 57th, Minutes, two years 28th, Starts 44th, Minutes, last 365 days 14th, European club minutes 30th18thGoals57thAssists28thMinutes44thStarts14thRecent30thEurope

Dashed ring: the defender median (50th percentile)

Assists per 90

Club assists per 90 minutes in the same window.

0.05 this player0.04 defender median57th percentile

0.00peer deciles · median line · this player ●0.58

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
€800k
Oct 2004
Peak
€18M
Apr 2010
Model target
€700k
May 2026
Valuations
48
5 club changes
May 2026€700kPisa Sporting ClubValuation the model is trained to reproduce

May 2026: €700k, Pisa Sporting Club. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2004-10-04€800kGetafe CF
2006-02-07€2.5MValencia CF
2007-06-21€10MValencia CF
2008-02-04€9MValencia CF
2008-07-17€6MValencia CF
2008-07-21€9MValencia CF
2009-01-26€9MValencia CF
2009-07-22€12MReal Madrid
2009-12-03€15MReal Madrid
2010-04-12€18MReal Madrid
2010-08-27€18MReal Madrid
2010-12-10€15MReal Madrid
2011-02-04€15MReal Madrid
2011-07-29€12MReal Madrid
2012-02-03€9MReal Madrid
2012-08-07€9MReal Madrid
2013-01-10€8MReal Madrid
2013-06-12€8MReal Madrid
2013-07-25€12MSSC Napoli
2014-01-07€12MSSC Napoli
2014-07-11€12MSSC Napoli
2014-11-08€10MSSC Napoli
2015-01-07€7.5MSSC Napoli
2015-07-01€7.5MSSC Napoli
2016-01-04€8.5MSSC Napoli
2016-07-15€8.5MSSC Napoli
2017-01-02€8.5MSSC Napoli
2017-06-08€8MSSC Napoli
2017-12-29€8MSSC Napoli
2018-06-07€8MSSC Napoli
2018-12-20€8MSSC Napoli
2019-06-06€5MSSC Napoli
2019-12-20€4MVillarreal CF
2020-04-08€3.2MVillarreal CF
2020-10-08€2.5MVillarreal CF
2021-01-05€2.5MVillarreal CF
2021-06-10€2.5MVillarreal CF
2021-12-30€2.5MVillarreal CF
2022-06-03€3MVillarreal CF
2022-11-07€3MVillarreal CF
2023-06-13€2.5MVillarreal CF
2023-12-22€2.5MVillarreal CF
2024-03-21€2MVillarreal CF
2024-06-07€1.5MVillarreal CF
2024-12-27€1.3MVillarreal CF
2025-06-09€1MVillarreal CF
2025-12-23€800kPisa Sporting Club
2026-05-29€700kPisa Sporting Club

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
+1.217

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 →

Serie A507 players · median €5.5M

Valued above 3% of the 507 Serie A players.

€100k€750k€5M€30M€700kSee them in the Explorer →

Defenders, all leagues2,065 players · median €2M

Valued above 26% of the 2,065 defenders.

€20k€200k€2M€20M€700kSee them in the Explorer →

Where Albiol 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).