Giannis
Konstantelias
AMGreece · PAOK Thessaloniki
Player dossierSuper League
GiannisKonstantelias
AMAttacking MidfieldMidfield
- Club
- PAOK Thessaloniki
- League
- Super League
- Nationality
- Greece
- Age
- 23
- Height
- 178 cm
- Foot
- Both
- Valued
- 4 Jun 2026
Reading the valuation
The market values Konstantelias at €22M. Model A, which never saw Konstantelias during training, estimates €11.7M: the market value is 88% above that estimate.
That is a factor of ×1.88. 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 €20M, 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
- 75
- Minutes
- 5,193
- Goals
- 20
- Assists
- 9
- Started
- 56/75
- Min / app
- 69
- Cards
- 8Y 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 Konstantelias…
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 €22M
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.
36% this player0% midfielder median98th 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
- May 2021
- Peak
- €22M
- Jun 2026
- Model target
- €22M
- Jun 2026
- Valuations
- 15
- 2 club changes
Jun 2026: €22M, PAOK Thessaloniki. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2021-05-30 | €150k | PAOK Thessaloniki |
| 2021-11-01 | €400k | PAOK Thessaloniki |
| 2022-04-12 | €400k | KAS Eupen |
| 2022-11-07 | €400k | PAOK Thessaloniki |
| 2023-02-27 | €4M | PAOK Thessaloniki |
| 2023-05-22 | €6M | PAOK Thessaloniki |
| 2023-09-21 | €8M | PAOK Thessaloniki |
| 2023-12-20 | €10M | PAOK Thessaloniki |
| 2024-03-06 | €12M | PAOK Thessaloniki |
| 2024-05-30 | €15M | PAOK Thessaloniki |
| 2024-09-26 | €17M | PAOK Thessaloniki |
| 2024-12-18 | €17M | PAOK Thessaloniki |
| 2025-05-23 | €17M | PAOK Thessaloniki |
| 2025-12-12 | €20M | PAOK Thessaloniki |
| 2026-06-04 | €22M | PAOK Thessaloniki |
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
- +0.633
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 →Super League356 players · median €600k
2nd highest observed value among 356 Super League players.
See them in the Explorer →Midfielders, all leagues1,687 players · median €2M
Valued above 90% of the 1,687 midfielders.
See them in the Explorer →Where Konstantelias appears
Watchlists and the comparison tray are kept in this browser only.
Near this valuation closest observed values: same league, then same position
- MouzakitisCMOlympiacos Piraeus · Super League€25M
- TzolakisGKOlympiacos Piraeus · Super League€18M
- HezzeDMOlympiacos Piraeus · Super League€14M
- PirolaCBOlympiacos Piraeus · Super League€11M
- SilvaAMManchester City · midfielders€22M
- AaronsonAMLeeds United · midfielders€22M
- FrattesiCMInter Milan · midfielders€22M
- RicciDMAC Milan · midfielders€22M
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).