FairValue

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Portrait of Yukinari Sugawara

Yukinari

Sugawara

RBJapan · SV Werder Bremen

№ 405385Established €6M −0.08

Close-up

Image: FootyLogos

Player dossierBundesliga

YukinariSugawara

RBRight-BackDefender

Club
SV Werder Bremen
League
Bundesliga
Nationality
Japan
Age
25
Height
179 cm
Foot
Right
Valued
27 May 2026

Reading the valuation

The market values Sugawara at €5.5M. Model A, which never saw Sugawara during training, estimates €6M: the market value is 8% below that estimate.

That is a factor of ×1.09. 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 €4.9M, 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.

▼ −0.08A €6M▲ +0.12B €4.9M
Pitch length is a log value scale fitted to this player's figures. ● observed · ◇ Model A · dashed ◇ Model B · each arc is a residual, log(observed) − log(estimate).
Apps
62
Minutes
4,081
Goals
1
Assists
7
Started
46/62
Min / app
66
Cards
6Y 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 Sugawara…

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 €5.5M

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €5.5MModel A €6M

Asking 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 2,065 defenders

Yukinari Sugawara's percentiles among defenders: Goals per 90 42nd, Assists per 90 89th, Minutes, two years 70th, Starts 34th, Minutes, last 365 days 76th, European club minutes 30th42ndGoals89thAssists70thMinutes34thStarts76thRecent30thEurope

Dashed ring: the defender median (50th percentile)

Assists per 90

Club assists per 90 minutes in the same window.

0.15 this player0.04 defender median89th percentile

0.00peer deciles · median line · this player ●0.58

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
€250k
Jan 2019
Peak
€15M
Dec 2023
Model target
€5.5M
May 2026
Valuations
23
3 club changes
May 2026€5.5MSV Werder BremenValuation the model is trained to reproduce

May 2026: €5.5M, SV Werder Bremen. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2019-01-05€250kNagoya Grampus
2019-05-23€250kNagoya Grampus
2019-09-19€1MAZ Alkmaar
2019-12-18€2MAZ Alkmaar
2020-04-08€1.8MAZ Alkmaar
2020-10-14€1.8MAZ Alkmaar
2021-01-06€2.5MAZ Alkmaar
2021-03-06€3MAZ Alkmaar
2021-05-19€3MAZ Alkmaar
2022-01-05€3MAZ Alkmaar
2022-06-08€3MAZ Alkmaar
2022-11-11€4MAZ Alkmaar
2023-03-17€6MAZ Alkmaar
2023-06-23€6.5MAZ Alkmaar
2023-10-17€10MAZ Alkmaar
2023-12-15€15MAZ Alkmaar
2024-03-18€12MAZ Alkmaar
2024-05-31€12MAZ Alkmaar
2024-12-16€12MSouthampton FC
2025-05-30€11MSouthampton FC
2025-10-14€6MSV Werder Bremen
2025-12-19€7.5MSV Werder Bremen
2026-05-27€5.5MSV Werder Bremen

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
−0.083

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 52% of the 451 Bundesliga players.

€300k€2M€15M€100M€5.5MSee them in the Explorer →

Defenders, all leagues2,065 players · median €2M

Valued above 73% of the 2,065 defenders.

€20k€200k€2M€20M€5.5MSee them in the Explorer →

Where Sugawara appears

Watchlists and the comparison tray are kept in this browser only.

Near this valuation closest observed values: same league, then same position

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).