Artem
Shumanskiy
CFBelarus · Krylya Sovetov Samara
Player dossierPremier Liga
ArtemShumanskiy
CFCentre-ForwardAttack
- Club
- Krylya Sovetov Samara
- League
- Premier Liga
- Nationality
- Belarus
- Age
- 21
- Height
- 186 cm
- Foot
- Right
- Valued
- 26 May 2026
Premier LigaReading the valuation
The market values Shumanskiy at €700k. Model A, which never saw Shumanskiy during training, estimates €832k: the market value is 16% below that estimate.
That is a factor of ×1.19. 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 €1.1M, 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
- 35
- Minutes
- 1,251
- Goals
- 2
- Assists
- 0
- Started
- 15/35
- Min / app
- 36
- Cards
- 4Y 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 Shumanskiy…
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 €700k
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.
1,131 this player1,301 attacker median43rd 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
- €75k
- Jun 2022
- Peak
- €1M
- Sept 2025
- Model target
- €700k
- May 2026
- Valuations
- 12
- 4 club changes
May 2026: €700k, Krylya Sovetov Samara. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2022-06-17 | €75k | BATE Borisov II |
| 2022-11-30 | €300k | BATE Borisov |
| 2023-05-31 | €300k | Aris Limassol |
| 2023-12-28 | €400k | Aris Limassol |
| 2024-05-17 | €400k | Aris Limassol |
| 2024-09-18 | €700k | CSKA Moscow |
| 2024-12-12 | €500k | CSKA Moscow |
| 2025-03-19 | €700k | CSKA Moscow |
| 2025-06-04 | €700k | CSKA Moscow |
| 2025-09-18 | €1M | CSKA Moscow |
| 2025-12-16 | €900k | CSKA Moscow |
| 2026-05-26 | €700k | Krylya Sovetov Samara |
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
- −0.173
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 →Premier Liga412 players · median €1M
Valued above 24% of the 412 Premier Liga players.
See them in the Explorer →Attackers, all leagues1,583 players · median €2.5M
Valued above 22% of the 1,583 attackers.
See them in the Explorer →Where Shumanskiy appears
Watchlists and the comparison tray are kept in this browser only.
Near this valuation closest observed values: same league, then same position
- SavichevRBAkron Tolyatti · Premier Liga€700k
- TataevCBFC Orenburg · Premier Liga€700k
- KramaricLWFC Sochi · Premier Liga€700k
- AlibekovCBDinamo Makhachkala · Premier Liga€700k
- StuaniCFGirona FC · attackers€700k
- GarcíaCFRCD Espanyol Barcelona · attackers€700k
- PaciênciaCFCD Santa Clara · attackers€700k
- SamattaCFLe Havre AC · attackers€700k
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).