Tiago
Tomás
RWPortugal · VfB Stuttgart
Player dossierBundesliga
TiagoTomás
RWRight WingerAttack
- Club
- VfB Stuttgart
- League
- Bundesliga
- Nationality
- Portugal
- Age
- 23
- Height
- 180 cm
- Foot
- Right
- Valued
- 27 May 2026
BundesligaReading the valuation
The market values Tomás at €15M. Model A, which never saw Tomás during training, estimates €16.4M: the market value is 8% below that estimate.
That is a factor of ×1.09. 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 €10.8M, 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
- 74
- Minutes
- 3,747
- Goals
- 14
- Assists
- 6
- Started
- 41/74
- Min / app
- 51
- Cards
- 12Y 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 Tomás…
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 €15M
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, two years
Total club minutes in the two-year window: how much the player was used.
3,747 this player2,242 attacker median77th 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
- €1M
- Aug 2020
- Peak
- €15M
- Oct 2025
- Model target
- €15M
- May 2026
- Valuations
- 18
- 3 club changes
May 2026: €15M, VfB Stuttgart. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2020-08-17 | €1M | Sporting CP |
| 2020-10-22 | €2.5M | Sporting CP |
| 2021-01-28 | €6M | Sporting CP |
| 2021-05-21 | €6M | Sporting CP |
| 2021-12-27 | €5M | Sporting CP |
| 2022-06-09 | €7M | VfB Stuttgart |
| 2022-11-09 | €7M | VfB Stuttgart |
| 2023-06-22 | €7M | VfB Stuttgart |
| 2023-10-18 | €8M | VfL Wolfsburg |
| 2023-12-14 | €8M | VfL Wolfsburg |
| 2024-03-27 | €6M | VfL Wolfsburg |
| 2024-05-29 | €6M | VfL Wolfsburg |
| 2024-12-20 | €9M | VfL Wolfsburg |
| 2025-03-27 | €12M | VfL Wolfsburg |
| 2025-06-05 | €12M | VfL Wolfsburg |
| 2025-10-14 | €15M | VfB Stuttgart |
| 2025-12-19 | €15M | VfB Stuttgart |
| 2026-05-27 | €15M | VfB Stuttgart |
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
- −0.087
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 →Bundesliga451 players · median €5M
Valued above 74% of the 451 Bundesliga players.
See them in the Explorer →Attackers, all leagues1,583 players · median €2.5M
Valued above 81% of the 1,583 attackers.
See them in the Explorer →Where Tomás appears
Watchlists and the comparison tray are kept in this browser only.
Near this valuation closest observed values: same league, then same position
- BrandtAMBorussia Dortmund · Bundesliga€15M
- ChabotCBVfB Stuttgart · Bundesliga€15M
- TreuRBSC Freiburg · Bundesliga€15M
- TellaRWBayer 04 Leverkusen · Bundesliga€15M
- EmboloCFStade Rennais FC · attackers€15M
- TsygankovRWGirona FC · attackers€15M
- LukébakioRWSL Benfica · attackers€15M
- PinamontiCFUS Sassuolo · attackers€15M
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).