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.
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  • TerminalComparison StudioTwo to four players on one scale.
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Adama

Sidibeh

CFThe Gambia · St. Johnstone FC

№ 1229924Emerging €204k +0.39

Player dossierPremiership

AdamaSidibeh

CFCentre-ForwardAttack

Club
St. Johnstone FC
League
Premiership
Nationality
The Gambia
Age
27
Height
173 cm
Foot
Right
Valued
10 Dec 2025

Reading the valuation

The market values Sidibeh at €300k. Model A, which never saw Sidibeh during training, estimates €204k: the market value is 47% above that estimate.

That is a factor of ×1.47. 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 €875k, 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.

▲ +0.39A €204k▼ −1.07B €875k
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
40
Minutes
2,497
Goals
6
Assists
2
Started
27/40
Min / app
62
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 Sidibeh…

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 €300k

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €300kModel A €204k

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 1,583 attackers

Adama Sidibeh's percentiles among attackers: Goals per 90 40th, Assists per 90 21st, Minutes, two years 56th, Starts 64th, Minutes, last 365 days 41st, European club minutes 28th40thGoals21stAssists56thMinutes64thStarts41stRecent28thEurope

Dashed ring: the attacker median (50th percentile)

Starts

Share of appearances started rather than entered from the bench.

68% this player59% attacker median64th percentile

5%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
€250k
May 2024
Peak
€500k
Dec 2024
Model target
€300k
Dec 2025
Valuations
5
0 club changes
Dec 2025€300kSt. Johnstone FCValuation the model is trained to reproduce

Dec 2025: €300k, St. Johnstone FC. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2024-05-30€250kSt. Johnstone FC
2024-12-03€500kSt. Johnstone FC
2025-06-17€500kSt. Johnstone FC
2025-10-09€400kSt. Johnstone FC
2025-12-10€300kSt. Johnstone FC

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
+0.386

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 →

Premiership311 players · median €400k

Valued above 40% of the 311 Premiership players.

€20k€150k€1M€7.5M€300kSee them in the Explorer →

Attackers, all leagues1,583 players · median €2.5M

Valued above 8% of the 1,583 attackers.

€20k€300k€5M€75M€300kSee them in the Explorer →

Where Sidibeh 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).