Oumar
Camara
LWFrance · Vitória Guimarães SC
Player dossierLiga Portugal
OumarCamara
LWLeft WingerAttack
- Club
- Vitória Guimarães SC
- League
- Liga Portugal
- Nationality
- France
- Age
- 19
- Height
- 185 cm
- Foot
- Right
- Valued
- 28 May 2026
Liga PortugalReading the valuation
The market values Camara at €8M. Model A, which never saw Camara during training, estimates €4.8M: the market value is 67% above that estimate.
That is a factor of ×1.67. Model A's typical held-out miss is ×1.50 either way, so this gap is larger than its usual error.
Without league and club, Model B estimates €11.7M, 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.
- Apps
- 33
- Minutes
- 1,700
- Goals
- 6
- Assists
- 3
- Started
- 20/33
- Min / app
- 52
- 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 Camara…
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 €8M
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)
Minutes, last 365 days
Club minutes in the final year of the window: recent involvement, or the absence of it.
1,700 this player1,301 attacker median63rd 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
- €300k
- Sept 2025
- Peak
- €8M
- May 2026
- Model target
- €8M
- May 2026
- Valuations
- 4
- 0 club changes
May 2026: €8M, Vitória Guimarães SC. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2025-09-30 | €300k | Vitória Guimarães SC |
| 2025-12-18 | €1M | Vitória Guimarães SC |
| 2026-03-19 | €5M | Vitória Guimarães SC |
| 2026-05-28 | €8M | Vitória Guimarães SC |
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
- +0.515
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 →Liga Portugal423 players · median €1M
Valued above 84% of the 423 Liga Portugal players.
See them in the Explorer →Attackers, all leagues1,583 players · median €2.5M
Valued above 74% of the 1,583 attackers.
See them in the Explorer →Where Camara appears
Watchlists and the comparison tray are kept in this browser only.
Near this valuation closest observed values: same league, then same position
- FofanaCMFC Porto · Liga Portugal€8M
- RosarioDMFC Porto · Liga Portugal€8M
- MoritaCMSporting CP · Liga Portugal€8M
- MoffiCFFC Porto · Liga Portugal€8M
- GriezmannSSAtlético de Madrid · attackers€8M
- KleindienstCFBorussia Mönchengladbach · attackers€8M
- ZivkovicRWPAOK Thessaloniki · attackers€8M
- BogaLWJuventus FC · attackers€8M
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).