Ché

Adams

CFScotland · Torino FC

№ 346779Established €7.3M −0.37

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Image: FootyLogos

Player dossierSerie A

ChéAdams

CFCentre-ForwardAttack

Club: Torino FC
League: Serie A
Nationality: Scotland
Age: 29
Height: 175 cm
Foot: Right
Valued: 29 May 2026

Reading the valuation

The market values Adams at €5M. Model A, which never saw Adams during training, estimates €7.3M: the market value is 31% below that estimate.

That is a factor of ×1.45. 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 €5.6M, 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.

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: 4,883
Goals: 18
Assists: 7
Started: 53/74
Min / app: 66
Cards: 2Y 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 Adams…

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 €5M

Checking API

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

Dashed ring: the attacker median (50th percentile)

Minutes, two years

Total club minutes in the two-year window: how much the player was used.

4,883 this player2,242 attacker median90th percentile

450peer deciles · median line · this player ●8,788

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; Feb 2015
Peak: €22M; Sept 2022
Model target: €5M; May 2026
Valuations: 31; 3 club changes

May 2026€5MTorino FCValuation the model is trained to reproduce

May 2026: €5M, Torino FC. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table

Date	Market value	Club
2015-02-27	€50k	Sheffield United
2015-10-16	€250k	Sheffield United
2016-05-30	€350k	Sheffield United
2016-09-01	€1.5M	Birmingham City
2017-02-27	€2M	Birmingham City
2017-09-18	€2.5M	Birmingham City
2018-02-27	€2.5M	Birmingham City
2018-09-24	€2.5M	Birmingham City
2019-02-27	€7M	Birmingham City
2019-06-28	€7M	Birmingham City
2019-09-12	€12M	Southampton FC
2019-12-10	€12M	Southampton FC
2020-04-08	€9.5M	Southampton FC
2020-07-30	€12M	Southampton FC
2020-10-13	€12M	Southampton FC
2020-12-17	€15M	Southampton FC
2021-03-18	€18M	Southampton FC
2021-05-28	€20M	Southampton FC
2021-12-23	€20M	Southampton FC
2022-06-15	€18M	Southampton FC
2022-09-15	€22M	Southampton FC
2022-11-03	€22M	Southampton FC
2023-06-20	€20M	Southampton FC
2023-10-27	€18M	Southampton FC
2023-12-21	€15M	Southampton FC
2024-05-24	€15M	Southampton FC
2024-12-18	€15M	Torino FC
2025-06-17	€15M	Torino FC
2025-10-07	€10M	Torino FC
2025-12-23	€8.5M	Torino FC
2026-05-29	€5M	Torino 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: −0.374

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 →

Serie A507 players · median €5.5M

Valued above 45% of the 507 Serie A players.

See them in the Explorer →

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

Valued above 64% of the 1,583 attackers.

See them in the Explorer →

Where Adams appears

TerminalSerie A in the Player Explorer
TerminalSerie A on the League Landscape

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).