Shota
Nonikashvili
DMGeorgia · LNZ Cherkasy
Player dossierPremier Liha
ShotaNonikashvili
DMDefensive MidfieldMidfield
- Club
- LNZ Cherkasy
- League
- Premier Liha
- Nationality
- Georgia
- Age
- 25
- Height
- 187 cm
- Foot
- Left
- Valued
- 2 Jun 2026
Premier LihaReading the valuation
The market values Nonikashvili at €700k. Model A, which never saw Nonikashvili during training, estimates €1.4M: the market value is 49% below that estimate.
That is a factor of ×1.96. 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 €2.2M, 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
- 47
- Minutes
- 2,927
- Goals
- 5
- Assists
- 4
- Started
- 28/47
- Min / app
- 62
- 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 Nonikashvili…
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 1,687 midfielders
Dashed ring: the midfielder median (50th percentile)
European club minutes
Share of minutes played in UEFA club competitions.
12% this player0% midfielder median75th 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
- €125k
- May 2021
- Peak
- €800k
- Mar 2026
- Model target
- €700k
- Jun 2026
- Valuations
- 14
- 2 club changes
Jun 2026: €700k, LNZ Cherkasy. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2021-05-01 | €125k | FC Saburtalo |
| 2021-10-01 | €225k | FC Saburtalo |
| 2021-12-18 | €250k | FC Saburtalo |
| 2022-05-05 | €300k | FC Saburtalo |
| 2022-10-20 | €300k | FC Saburtalo |
| 2023-05-25 | €250k | FC Saburtalo |
| 2023-09-01 | €225k | Iberia 1999 Tbilisi |
| 2023-12-12 | €200k | Iberia 1999 Tbilisi |
| 2024-05-22 | €450k | Iberia 1999 Tbilisi |
| 2024-12-17 | €500k | LNZ Cherkasy |
| 2025-06-10 | €500k | LNZ Cherkasy |
| 2025-12-18 | €700k | LNZ Cherkasy |
| 2026-03-23 | €800k | LNZ Cherkasy |
| 2026-06-02 | €700k | LNZ Cherkasy |
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
- −0.673
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 Liha414 players · median €400k
Valued above 67% of the 414 Premier Liha players.
See them in the Explorer →Midfielders, all leagues1,687 players · median €2M
Valued above 23% of the 1,687 midfielders.
See them in the Explorer →Where Nonikashvili appears
Watchlists and the comparison tray are kept in this browser only.
Near this valuation closest observed values: same league, then same position
- ShepelevCMPolissya Zhytomyr · Premier Liha€700k
- VantukhLBZorya Lugansk · Premier Liha€700k
- KlymchukCFKolos Kovalivka · Premier Liha€700k
- VítorLWKarpaty Lviv · Premier Liha€700k
- RomeuDMSouthampton FC · midfielders€700k
- CoquelinDMFC Nantes · midfielders€700k
- MendyDMWatford FC · midfielders€700k
- PereyraCMAEK Athens · midfielders€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).