FairValue

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  • 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.

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Ulisses

CBBrazil · CD Nacional

№ 678991Emerging €711k +0.34

Player dossierLiga Portugal

Ulisses

CBCentre-BackDefender

Club
CD Nacional
League
Liga Portugal
Nationality
Brazil
Age
26
Height
186 cm
Foot
Right
Valued
28 May 2026

Reading the valuation

The market values Ulisses at €1M. Model A, which never saw Ulisses during training, estimates €711k: the market value is 41% above that estimate.

That is a factor of ×1.41. 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 €1.2M, closer to the market here, although it is usually further off (typical miss ×2.07).

A gap describes the model's arithmetic for this player's inputs, not what the player is worth.

▲ +0.34A €711k▼ −0.16B €1.2M
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
35
Minutes
2,876
Goals
2
Assists
0
Started
33/35
Min / app
82
Cards
7Y 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 Ulisses…

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 €1M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €1MModel A €711k

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

Ulisses's percentiles among defenders: Goals per 90 71st, Assists per 90 17th, Minutes, two years 50th, Starts 82nd, Minutes, last 365 days 6th, European club minutes 30th71stGoals17thAssists50thMinutes82ndStarts6thRecent30thEurope

Dashed ring: the defender median (50th percentile)

Starts

Share of appearances started rather than entered from the bench.

94% this player83% defender median82nd 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
Aug 2019
Peak
€1.5M
May 2025
Model target
€1M
May 2026
Valuations
15
3 club changes
May 2026€1MCD NacionalValuation the model is trained to reproduce

May 2026: €1M, CD Nacional. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2019-08-15€50kCR Vasco da Gama U20
2019-11-27€50kCR Vasco da Gama U20
2020-02-20€250kClube de Regatas Vasco da Gama
2020-09-09€200kClube de Regatas Vasco da Gama
2021-02-09€100kClube de Regatas Vasco da Gama
2021-08-12€100kClube de Regatas Vasco da Gama
2022-08-05€100kClube de Regatas Vasco da Gama
2023-07-18€100kVila Nova Futebol Clube (GO)
2023-12-14€225kCD Nacional
2024-06-20€600kCD Nacional
2024-12-19€800kCD Nacional
2025-03-31€1MCD Nacional
2025-05-30€1.5MCD Nacional
2025-12-18€1MCD Nacional
2026-05-28€1MCD Nacional

Audit context group-level, not about this player

Audit group
non-UEFA
Population gap, Model A
+0.093 95% CI +0.063 to +0.124
This player, market vs held-out A
+0.341

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 →

Liga Portugal423 players · median €1M

Valued above 42% of the 423 Liga Portugal players.

€20k€200k€2M€20M€1MSee them in the Explorer →

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

Valued above 35% of the 2,065 defenders.

€20k€200k€2M€20M€1MSee them in the Explorer →

Where Ulisses 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).