Shuto
Machino
CFJapan · Borussia Mönchengladbach
Player dossierBundesliga
ShutoMachino
CFCentre-ForwardAttack
- Club
- Borussia Mönchengladbach
- League
- Bundesliga
- Nationality
- Japan
- Age
- 26
- Height
- 185 cm
- Foot
- Right
- Valued
- 27 May 2026
BundesligaReading the valuation
The market values Machino at €4M. Model A, which never saw Machino during training, estimates €6.3M: the market value is 37% below that estimate.
That is a factor of ×1.58. 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 €4.1M, 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
- 68
- Minutes
- 3,365
- Goals
- 16
- Assists
- 4
- Started
- 36/68
- Min / app
- 49
- Cards
- 5Y 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 Machino…
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 €4M
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)
Goals per 90
Club goals per 90 minutes played in the two years to the valuation date.
0.43 this player0.26 attacker median80th 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
- Jan 2018
- Peak
- €7M
- Oct 2025
- Model target
- €4M
- May 2026
- Valuations
- 20
- 5 club changes
May 2026: €4M, Borussia Mönchengladbach. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2018-01-05 | €50k | Unknown |
| 2019-01-05 | €50k | Yokohama F. Marinos |
| 2019-12-28 | €300k | Giravanz Kitakyushu |
| 2021-01-29 | €500k | Shonan Bellmare |
| 2021-06-29 | €500k | Shonan Bellmare |
| 2022-01-14 | €500k | Shonan Bellmare |
| 2022-06-28 | €700k | Shonan Bellmare |
| 2022-11-14 | €1.2M | Shonan Bellmare |
| 2023-01-06 | €1.2M | Shonan Bellmare |
| 2023-06-28 | €1.5M | Shonan Bellmare |
| 2023-12-15 | €1.5M | Holstein Kiel |
| 2024-06-06 | €2M | Holstein Kiel |
| 2024-10-09 | €3.5M | Holstein Kiel |
| 2024-12-20 | €3M | Holstein Kiel |
| 2025-03-27 | €3.5M | Holstein Kiel |
| 2025-06-05 | €5M | Holstein Kiel |
| 2025-10-14 | €7M | Borussia Mönchengladbach |
| 2025-12-19 | €7M | Borussia Mönchengladbach |
| 2026-03-20 | €5M | Borussia Mönchengladbach |
| 2026-05-27 | €4M | Borussia Mönchengladbach |
Audit context group-level, not about this player
- Audit group
- non-UEFA
- Population gap, Model A
- +0.093 95% CI +0.063 to +0.124
- This player, market vs held-out A
- −0.456
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 →Bundesliga451 players · median €5M
Valued above 39% of the 451 Bundesliga players.
See them in the Explorer →Attackers, all leagues1,583 players · median €2.5M
Valued above 59% of the 1,583 attackers.
See them in the Explorer →Where Machino appears
Watchlists and the comparison tray are kept in this browser only.
Near this valuation closest observed values: same league, then same position
- NeuerGKBayern Munich · Bundesliga€4M
- SüleCBBorussia Dortmund · Bundesliga€4M
- GrifoLWSC Freiburg · Bundesliga€4M
- ZettererGKEintracht Frankfurt · Bundesliga€4M
- IcardiCFGalatasaray · attackers€4M
- WilsonCFWest Ham United · attackers€4M
- TraoréRWSunderland AFC · attackers€4M
- ElyounoussiSSFC Copenhagen · attackers€4M
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).