FairValue

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  • EnvironmentOverviewWhat FairValue measures, what it found, where to go next.
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Portrait of Ridle Baku

Ridle

Baku

RBGermany · RB Leipzig

№ 327251Elite €10.7M +0.11

Image: FootyLogos

Player dossierBundesliga

RidleBaku

RBRight-BackDefender

Club
RB Leipzig
League
Bundesliga
Nationality
Germany
Age
28
Height
176 cm
Foot
Right
Valued
27 May 2026

Reading the valuation

The market values Baku at €12M. Model A, which never saw Baku during training, estimates €10.7M: the market value is 12% above that estimate.

That is a factor of ×1.12. 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 €5.8M, 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.

▲ +0.11A €10.7M▲ +0.73B €5.8M
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
74
Minutes
5,638
Goals
6
Assists
10
Started
65/74
Min / app
76
Cards
8Y 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 Baku…

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 €12M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €12MModel A €10.7M

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

Ridle Baku's percentiles among defenders: Goals per 90 86th, Assists per 90 90th, Minutes, two years 90th, Starts 63rd, Minutes, last 365 days 83rd, European club minutes 30th86thGoals90thAssists90thMinutes63rdStarts83rdRecent30thEurope

Dashed ring: the defender median (50th percentile)

Assists per 90

Club assists per 90 minutes in the same window.

0.16 this player0.04 defender median90th percentile

0.00peer deciles · median line · this player ●0.58

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
Aug 2017
Peak
€25M
Jun 2021
Model target
€12M
May 2026
Valuations
28
3 club changes
May 2026€12MRB LeipzigValuation the model is trained to reproduce

May 2026: €12M, RB Leipzig. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2017-08-21€100k1.FSV Mainz 05 II
2018-02-04€125k1.FSV Mainz 05 II
2018-08-22€1.5M1.FSV Mainz 05
2018-10-22€4M1.FSV Mainz 05
2018-12-18€4M1.FSV Mainz 05
2019-06-05€3.5M1.FSV Mainz 05
2019-12-17€4.5M1.FSV Mainz 05
2020-03-11€5.5M1.FSV Mainz 05
2020-04-08€5M1.FSV Mainz 05
2020-07-08€7M1.FSV Mainz 05
2020-11-26€11MVfL Wolfsburg
2021-02-10€17MVfL Wolfsburg
2021-03-31€22MVfL Wolfsburg
2021-06-09€25MVfL Wolfsburg
2021-12-22€25MVfL Wolfsburg
2022-03-24€20MVfL Wolfsburg
2022-06-09€20MVfL Wolfsburg
2022-09-21€16MVfL Wolfsburg
2022-11-09€13MVfL Wolfsburg
2023-06-22€13MVfL Wolfsburg
2023-12-14€10MVfL Wolfsburg
2024-03-27€8MVfL Wolfsburg
2024-05-29€7MVfL Wolfsburg
2024-12-20€7MVfL Wolfsburg
2025-06-05€9MRB Leipzig
2025-10-14€12MRB Leipzig
2025-12-19€12MRB Leipzig
2026-05-27€12MRB Leipzig

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
+0.114

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 →

Bundesliga451 players · median €5M

Valued above 70% of the 451 Bundesliga players.

€300k€2M€15M€100M€12MSee them in the Explorer →

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

Valued above 84% of the 2,065 defenders.

€20k€200k€2M€20M€12MSee them in the Explorer →

Where Baku 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).