Amine
Sbaï
Player dossierLigue 1
AmineSbaï
LWLeft WingerAttack
- Club
- Angers SCO
- League
- Ligue 1
- Nationality
- Morocco
- Age
- 25
- Height
- 175 cm
- Foot
- Right
- Valued
- 1 Jun 2026
Reading the valuation
The market values Sbaï at €4M. Model A, which never saw Sbaï during training, estimates €3.7M: the market value is 7% above that estimate.
That is a factor of ×1.07. 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 €2M, 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
- 25
- Minutes
- 1,834
- Goals
- 3
- Assists
- 1
- Started
- 23/25
- Min / app
- 73
- Cards
- 1Y 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 Sbaï…
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 €4M
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 1,583 attackers
Dashed ring: the attacker median (50th percentile)
Starts
Share of appearances started rather than entered from the bench.
92% this player59% attacker median96th 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
- €250k
- Dec 2021
- Peak
- €4M
- Jun 2026
- Model target
- €4M
- Jun 2026
- Valuations
- 14
- 3 club changes
Jun 2026: €4M, Angers SCO. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2021-12-27 | €250k | FC Sète 34 |
| 2022-06-21 | €450k | FC Sète 34 |
| 2022-10-28 | €400k | Grenoble Foot 38 |
| 2023-06-16 | €500k | Grenoble Foot 38 |
| 2023-10-27 | €600k | Grenoble Foot 38 |
| 2023-12-13 | €600k | Grenoble Foot 38 |
| 2024-03-26 | €800k | Grenoble Foot 38 |
| 2024-06-11 | €800k | Grenoble Foot 38 |
| 2024-12-13 | €700k | Al-Fateh SC |
| 2025-03-10 | €600k | Al-Fateh SC |
| 2025-05-27 | €750k | Al-Fateh SC |
| 2025-12-15 | €1.5M | Angers SCO |
| 2026-03-27 | €2.5M | Angers SCO |
| 2026-06-01 | €4M | Angers SCO |
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
- +0.071
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 →Ligue 1423 players · median €5M
Valued above 37% of the 423 Ligue 1 players.
See them in the Explorer →Attackers, all leagues1,583 players · median €2.5M
Valued above 59% of the 1,583 attackers.
See them in the Explorer →Where Sbaï appears
- TerminalLigue 1 in the Player Explorer
- TerminalLigue 1 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
- TagliaficoLBOlympique Lyon · Ligue 1€4M
- ClaussRBOGC Nice · Ligue 1€4M
- DierCBAS Monaco · Ligue 1€4M
- ThomassonCMRC Lens · Ligue 1€4M
- IcardiCFGalatasaray · attackers€4M
- WilsonCFWest Ham United · attackers€4M
- TraoréRWSunderland AFC · attackers€4M
- GrifoLWSC Freiburg · attackers€4M
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).


