Aster
Vranckx
Player dossierSerie A
AsterVranckx
CMCentral MidfieldMidfield
- Club
- US Sassuolo
- League
- Serie A
- Nationality
- Belgium
- Age
- 23
- Height
- 183 cm
- Foot
- Right
- Valued
- 29 May 2026
Reading the valuation
The market values Vranckx at €5M. Model A, which never saw Vranckx during training, estimates €2.1M: the market value is 142% above that estimate.
That is a factor of ×2.42. 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 €778k, 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
- 31
- Minutes
- 1,253
- Goals
- 0
- Assists
- 0
- Started
- 15/31
- Min / app
- 40
- Cards
- 3Y 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 Vranckx…
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 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 1,687 midfielders
Dashed ring: the midfielder median (50th percentile)
European club minutes
Share of minutes played in UEFA club competitions.
0% this player0% midfielder 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
- €150k
- Jul 2019
- Peak
- €12M
- Dec 2023
- Model target
- €5M
- May 2026
- Valuations
- 21
- 4 club changes
May 2026: €5M, US Sassuolo. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2019-07-24 | €150k | KV Mechelen |
| 2019-09-13 | €500k | KV Mechelen |
| 2019-12-13 | €700k | KV Mechelen |
| 2020-03-30 | €4.5M | KV Mechelen |
| 2020-04-08 | €4M | KV Mechelen |
| 2020-08-06 | €5M | KV Mechelen |
| 2020-10-16 | €7.5M | KV Mechelen |
| 2021-03-17 | €6.8M | KV Mechelen |
| 2021-06-07 | €6.8M | KV Mechelen |
| 2021-12-22 | €10M | VfL Wolfsburg |
| 2022-06-09 | €10M | VfL Wolfsburg |
| 2022-11-11 | €10M | AC Milan |
| 2023-03-21 | €8.5M | AC Milan |
| 2023-06-15 | €8.5M | AC Milan |
| 2023-12-14 | €12M | VfL Wolfsburg |
| 2024-05-29 | €12M | VfL Wolfsburg |
| 2024-12-20 | €12M | VfL Wolfsburg |
| 2025-03-27 | €9M | VfL Wolfsburg |
| 2025-06-05 | €7M | VfL Wolfsburg |
| 2025-12-23 | €7M | US Sassuolo |
| 2026-05-29 | €5M | US Sassuolo |
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
- +0.885
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 →Midfielders, all leagues1,687 players · median €2M
Valued above 65% of the 1,687 midfielders.
See them in the Explorer →Where Vranckx 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
- PolitanoRWSSC Napoli · Serie A€5M
- DybalaSSAS Roma · Serie A€5M
- MartínLBGenoa CFC · Serie A€5M
- CutroneCFParma Calcio 1913 · Serie A€5M
- KokeCMAtlético de Madrid · midfielders€5M
- VanakenAMClub Brugge KV · midfielders€5M
- NørgaardDMArsenal FC · midfielders€5M
- Ward-ProwseCMBurnley FC · midfielders€5M
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).





