Salem
M'Bakata
Player dossierSüper Lig
SalemM'Bakata
RBRight-BackDefender
- Club
- Gaziantep FK
- League
- Süper Lig
- Nationality
- France
- Age
- 28
- Height
- 177 cm
- Foot
- Right
- Valued
- 21 May 2026
Reading the valuation
The market values M'Bakata at €400k. Model A, which never saw M'Bakata during training, estimates €431k: the market value is 7% below that estimate.
That is a factor of ×1.08. 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 €510k, 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.
- Apps
- 23
- Minutes
- 1,467
- Goals
- 0
- Assists
- 0
- Started
- 16/23
- Min / app
- 64
- Cards
- 0Y 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 M'Bakata…
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 €400k
Checking APIAsking 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
Dashed ring: the defender median (50th percentile)
European club minutes
Share of minutes played in UEFA club competitions.
0% this player0% defender median30th percentile
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
- €400k
- Jan 2019
- Peak
- €700k
- Sept 2023
- Model target
- €400k
- May 2026
- Valuations
- 21
- 3 club changes
May 2026: €400k, Gaziantep FK. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2019-01-08 | €400k | FC Sochaux-Montbéliard |
| 2019-06-27 | €400k | FC Sochaux-Montbéliard |
| 2020-01-06 | €500k | FC Sochaux-Montbéliard |
| 2020-04-08 | €450k | FC Sochaux-Montbéliard |
| 2020-08-14 | €500k | FC Sochaux-Montbéliard |
| 2020-11-11 | €500k | FC Sochaux-Montbéliard |
| 2021-06-25 | €600k | FC Sochaux-Montbéliard |
| 2021-10-28 | €500k | Without Club |
| 2022-06-09 | €500k | Aris Thessaloniki |
| 2022-11-07 | €500k | Aris Thessaloniki |
| 2023-05-22 | €600k | Aris Thessaloniki |
| 2023-09-27 | €700k | Gaziantep FK |
| 2023-12-21 | €550k | Gaziantep FK |
| 2024-03-15 | €625k | Gaziantep FK |
| 2024-05-31 | €550k | Gaziantep FK |
| 2024-10-04 | €550k | Gaziantep FK |
| 2024-12-23 | €550k | Gaziantep FK |
| 2025-03-20 | €550k | Gaziantep FK |
| 2025-06-18 | €600k | Gaziantep FK |
| 2025-12-17 | €500k | Gaziantep FK |
| 2026-05-21 | €400k | Gaziantep FK |
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
- −0.074
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 →Süper Lig428 players · median €1.2M
Valued above 15% of the 428 Süper Lig players.
See them in the Explorer →Defenders, all leagues2,065 players · median €2M
Valued above 14% of the 2,065 defenders.
See them in the Explorer →Where M'Bakata appears
Watchlists and the comparison tray are kept in this browser only.
Near this valuation closest observed values: same league, then same position
- SavicCBTrabzonspor · Süper Lig€400k
- JeanvierCBKayserispor · Süper Lig€400k
- BingölCMKocaelispor · Süper Lig€400k
- BiraschiCBFatih Karagümrük · Süper Lig€400k
- YoungRBIpswich Town · defenders€400k
- LovrenCBPAOK Thessaloniki · defenders€400k
- VogtCBVfL Bochum · defenders€400k
- BrabecCBRio Ave FC · defenders€400k
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).
