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…

Mateja

Stjepanović

DMSerbia · Moreirense FC

№ 698539Established €3M +0.01

Player dossierLiga Portugal

MatejaStjepanović

DMDefensive MidfieldMidfield

Club
Moreirense FC
League
Liga Portugal
Nationality
Serbia
Age
22
Height
185 cm
Foot
Right
Valued
28 May 2026

Reading the valuation

The market values Stjepanović at €3M. Model A, which never saw Stjepanović during training, estimates €3M: the market value is 1% above 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 €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 €3M▲ +0.02B €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
32
Minutes
2,412
Goals
1
Assists
0
Started
29/32
Min / app
75
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 Stjepanović…

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 €3M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €3MModel A €3M

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

Mateja Stjepanović's percentiles among midfielders: Goals per 90 27th, Assists per 90 8th, Minutes, two years 46th, Starts 87th, Minutes, last 365 days 77th, European club minutes 30th27thGoals8thAssists46thMinutes87thStarts77thRecent30thEurope

Dashed ring: the midfielder median (50th percentile)

Starts

Share of appearances started rather than entered from the bench.

91% this player69% midfielder median87th 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
€100k
Nov 2022
Peak
€3M
Mar 2026
Model target
€3M
May 2026
Valuations
10
2 club changes
May 2026€3MMoreirense FCValuation the model is trained to reproduce

May 2026: €3M, Moreirense FC. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2022-11-18€100kFK Partizan Belgrade U19
2023-06-22€400kFK Partizan Belgrade U19
2023-12-27€400kFK Partizan Belgrade
2024-06-10€500kFK Partizan Belgrade
2024-12-27€600kFK Partizan Belgrade
2025-06-12€750kFK Partizan Belgrade
2025-09-30€2MMoreirense FC
2025-12-18€2.5MMoreirense FC
2026-03-19€3MMoreirense FC
2026-05-28€3MMoreirense FC

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
+0.014

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 67% of the 423 Liga Portugal players.

€20k€200k€2M€20M€3MSee them in the Explorer →

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

Valued above 56% of the 1,687 midfielders.

€20k€200k€2M€20M€3MSee them in the Explorer →

Where Stjepanović 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).