FairValue

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

Núñez

RBSpain · Celta de Vigo

№ 626953Established €4.2M −0.06

Player dossierLaLiga

ÁlvaroNúñez

RBRight-BackDefender

Club
Celta de Vigo
League
LaLiga
Nationality
Spain
Age
25
Height
177 cm
Foot
Right
Valued
5 Jun 2026

Reading the valuation

The market values Núñez at €4M. Model A, which never saw Núñez during training, estimates €4.2M: the market value is 6% below 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 €985k, 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 €4.2M▲ +1.40B €985k
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
1,984
Goals
0
Assists
2
Started
24/25
Min / app
79
Cards
2Y 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 Núñez…

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 €4M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €4MModel A €4.2M

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

Álvaro Núñez's percentiles among defenders: Goals per 90 18th, Assists per 90 75th, Minutes, two years 33rd, Starts 87th, Minutes, last 365 days 61st, European club minutes 30th18thGoals75thAssists33rdMinutes87thStarts61stRecent30thEurope

Dashed ring: the defender median (50th percentile)

Starts

Share of appearances started rather than entered from the bench.

96% this player83% defender median87th percentile

18%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
€50k
Oct 2020
Peak
€6M
Dec 2025
Model target
€4M
Jun 2026
Valuations
17
4 club changes
Jun 2026€4MCelta de VigoValuation the model is trained to reproduce

Jun 2026: €4M, Celta de Vigo. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2020-10-08€50kBilbao Athletic
2021-01-07€150kBilbao Athletic
2021-06-30€150kBilbao Athletic
2021-12-30€300kBilbao Athletic
2022-06-29€400kBilbao Athletic
2022-12-29€400kFC Barcelona Atlètic
2023-06-30€400kFC Barcelona Atlètic
2023-12-20€400kSD Amorebieta
2024-03-26€500kSD Amorebieta
2024-06-24€700kSD Amorebieta
2024-10-14€800kElche CF
2024-12-13€800kElche CF
2025-03-27€1MElche CF
2025-06-24€1.5MElche CF
2025-10-02€3MElche CF
2025-12-12€6MElche CF
2026-06-05€4MCelta de Vigo

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 →

LaLiga509 players · median €4M

Valued above 50% of the 509 LaLiga players.

€100k€1M€10M€100M€4MSee them in the Explorer →

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

Valued above 65% of the 2,065 defenders.

€20k€200k€2M€20M€4MSee them in the Explorer →

Where Núñez 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).