Milos
Pantovic
CFSerbia · Panathinaikos
Player dossierSuper League
MilosPantovic
CFCentre-ForwardAttack
- Club
- Panathinaikos
- League
- Super League
- Nationality
- Serbia
- Age
- 23
- Height
- 185 cm
- Foot
- Right
- Valued
- 4 Jun 2026
Super LeagueReading the valuation
The market values Pantovic at €2.5M. Model A, which never saw Pantovic during training, estimates €2M: the market value is 24% above that estimate.
That is a factor of ×1.24. 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, 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
- 31
- Minutes
- 1,098
- Goals
- 2
- Assists
- 2
- Started
- 9/31
- Min / app
- 35
- 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 Pantovic…
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 €2.5M
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 1,583 attackers
Dashed ring: the attacker median (50th percentile)
European club minutes
Share of minutes played in UEFA club competitions.
40% this player0% attacker 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
- €50k
- Oct 2019
- Peak
- €3.5M
- Dec 2024
- Model target
- €2.5M
- Jun 2026
- Valuations
- 14
- 4 club changes
Jun 2026: €2.5M, Panathinaikos. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2019-10-28 | €50k | Red Star Belgrade U19 |
| 2020-06-21 | €100k | Graficar Belgrad |
| 2020-12-22 | €400k | FK Vozdovac |
| 2021-12-25 | €400k | FK Vozdovac |
| 2022-06-26 | €700k | FK Vozdovac |
| 2022-11-18 | €1.5M | FK Vozdovac |
| 2023-06-22 | €2.2M | FK Vozdovac |
| 2023-12-27 | €2.5M | FK TSC Backa Topola |
| 2024-06-10 | €2.7M | FK TSC Backa Topola |
| 2024-12-27 | €3.5M | FK TSC Backa Topola |
| 2025-06-12 | €3.5M | FK TSC Backa Topola |
| 2025-09-23 | €3M | Panathinaikos |
| 2025-12-12 | €3M | Panathinaikos |
| 2026-06-04 | €2.5M | Panathinaikos |
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
- +0.215
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
Valued above 83% of the 356 Super League players.
See them in the Explorer →Attackers, all leagues1,583 players · median €2.5M
Valued above 48% of the 1,583 attackers.
See them in the Explorer →Where Pantovic appears
Watchlists and the comparison tray are kept in this browser only.
Near this valuation closest observed values: same league, then same position
- MartinsRWOlympiacos Piraeus · Super League€2.5M
- KennyRBPAOK Thessaloniki · Super League€2.5M
- ToubaCBPanathinaikos · Super League€2.5M
- VogliaccoCBPAOK Thessaloniki · Super League€2.5M
- KramaricSSTSG 1899 Hoffenheim · attackers€2.5M
- AubameyangCFOlympique Marseille · attackers€2.5M
- ZapataCFTorino FC · attackers€2.5M
- PléaCFPSV Eindhoven · attackers€2.5M
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).