FairValue

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Mumo

Muñoz

CMSpain · Asteras Aktor

№ 282422Emerging €423k +0.06

Player dossierSuper League

MumoMuñoz

CMCentral MidfieldMidfield

Club
Asteras Aktor
League
Super League
Nationality
Spain
Age
31
Height
180 cm
Foot
Right
Valued
4 Jun 2026

Reading the valuation

The market values Muñoz at €450k. Model A, which never saw Muñoz during training, estimates €423k: the market value is 6% above that estimate.

That is a factor of ×1.06. 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 €491k, 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.

▲ +0.06A €423k▼ −0.09B €491k
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
48
Minutes
3,409
Goals
3
Assists
1
Started
41/48
Min / app
71
Cards
15Y 1R

Club matches, two years to the valuation date

The Valuation Journey

What moves Model A

Asking the prediction API to explain Model A for Muñoz…

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 €450k

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €450kModel A €423k

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

Mumo Muñoz's percentiles among midfielders: Goals per 90 48th, Assists per 90 19th, Minutes, two years 64th, Starts 79th, Minutes, last 365 days 44th, European club minutes 30th48thGoals19thAssists64thMinutes79thStarts44thRecent30thEurope

Dashed ring: the midfielder median (50th percentile)

Starts

Share of appearances started rather than entered from the bench.

85% this player69% midfielder median79th 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
€250k
Aug 2016
Peak
€700k
Jun 2023
Model target
€450k
Jun 2026
Valuations
25
3 club changes
Jun 2026€450kAsteras AktorValuation the model is trained to reproduce

Jun 2026: €450k, Asteras Aktor. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2016-08-01€250kClub Lleida Esportiu
2016-10-27€300kClub Lleida Esportiu
2017-02-02€200kClub Lleida Esportiu
2017-06-05€200kClub Lleida Esportiu
2018-01-01€250kValencia Mestalla
2018-05-30€250kValencia Mestalla
2019-02-19€250kValencia Mestalla
2019-06-29€250kValencia Mestalla
2020-02-11€200kBurgos CF
2020-10-08€200kBurgos CF
2021-01-07€200kBurgos CF
2021-06-30€250kBurgos CF
2021-12-27€300kBurgos CF
2022-06-29€400kBurgos CF
2022-12-29€500kBurgos CF
2023-03-24€600kBurgos CF
2023-06-14€700kBurgos CF
2023-12-20€700kBurgos CF
2024-06-24€700kBurgos CF
2024-09-26€600kAsteras Aktor
2024-12-18€600kAsteras Aktor
2025-05-23€600kAsteras Aktor
2025-12-12€600kAsteras Aktor
2026-03-06€500kAsteras Aktor
2026-06-04€450kAsteras Aktor

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
+0.061

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 35% of the 356 Super League players.

€20k€150k€1M€7.5M€450kSee them in the Explorer →

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

Valued above 15% of the 1,687 midfielders.

€20k€200k€2M€20M€450kSee them in the Explorer →

Where Muñoz 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).