FairValue

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

Winther

CMDenmark · Lyngby Boldklub

№ 627936Emerging €1.2M +0.26

Player dossierSuperliga

CasperWinther

CMCentral MidfieldMidfield

Club
Lyngby Boldklub
League
Superliga
Nationality
Denmark
Age
22
Height
182 cm
Foot
Right
Valued
18 Dec 2025

Reading the valuation

The market values Winther at €1.5M. Model A, which never saw Winther during training, estimates €1.2M: the market value is 30% above that estimate.

That is a factor of ×1.30. 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 €964k, 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.

▲ +0.26A €1.2M▲ +0.44B €964k
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
27
Minutes
2,058
Goals
1
Assists
1
Started
25/27
Min / app
76
Cards
5Y 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 Winther…

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 €1.5M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €1.5MModel A €1.2M

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 1,687 midfielders

Casper Winther's percentiles among midfielders: Goals per 90 31st, Assists per 90 25th, Minutes, two years 38th, Starts 90th, Minutes, last 365 days 6th, European club minutes 30th31stGoals25thAssists38thMinutes90thStarts6thRecent30thEurope

Dashed ring: the midfielder median (50th percentile)

Starts

Share of appearances started rather than entered from the bench.

93% this player69% midfielder median90th 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
€25k
Jul 2020
Peak
€1.5M
Dec 2025
Model target
€1.5M
Dec 2025
Valuations
14
1 club change
Dec 2025€1.5MLyngby BoldklubValuation the model is trained to reproduce

Dec 2025: €1.5M, Lyngby Boldklub. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2020-07-30€25kUnknown
2020-12-23€50kLyngby Boldklub
2021-05-24€100kLyngby Boldklub
2021-06-04€50kLyngby Boldklub
2021-12-28€100kLyngby Boldklub
2022-06-20€200kLyngby Boldklub
2022-09-13€350kLyngby Boldklub
2022-12-22€400kLyngby Boldklub
2023-06-26€400kLyngby Boldklub
2023-12-21€650kLyngby Boldklub
2024-06-10€900kLyngby Boldklub
2024-12-09€1.3MLyngby Boldklub
2025-06-16€1.3MLyngby Boldklub
2025-12-18€1.5MLyngby Boldklub

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
+0.261

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 →

Superliga256 players · median €800k

Valued above 64% of the 256 Superliga players.

€20k€150k€1M€7.5M€1.5MSee them in the Explorer →

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

Valued above 39% of the 1,687 midfielders.

€20k€200k€2M€20M€1.5MSee them in the Explorer →

Where Winther 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).