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Tony

Watt

CFScotland · Partick Thistle FC

№ 132764Emerging €90k +0.51

Player dossierPremiership

TonyWatt

CFCentre-ForwardAttack

Club
Partick Thistle FC
League
Premiership
Nationality
Scotland
Age
31
Height
186 cm
Foot
Right
Valued
10 Dec 2025

Reading the valuation

The market values Watt at €150k. Model A, which never saw Watt during training, estimates €90k: the market value is 66% above that estimate.

That is a factor of ×1.66. 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 €305k, 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.

▲ +0.51A €90k▼ −0.71B €305k
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
25
Minutes
1,337
Goals
1
Assists
1
Started
11/25
Min / app
53
Cards
3Y 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 Watt…

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 €150k

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €150kModel A €90k

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 1,583 attackers

Tony Watt's percentiles among attackers: Goals per 90 9th, Assists per 90 20th, Minutes, two years 28th, Starts 26th, Minutes, last 365 days 32nd, European club minutes 28th9thGoals20thAssists28thMinutes26thStarts32ndRecent28thEurope

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.

872 this player1,301 attacker median32nd percentile

0peer deciles · median line · this player ●4,703

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
Sept 2010
Peak
€1.5M
Feb 2014
Model target
€150k
Dec 2025
Valuations
27
14 club changes
Dec 2025€150kPartick Thistle FCValuation the model is trained to reproduce

Dec 2025: €150k, Partick Thistle FC. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2010-09-06€50kAirdrie United FC
2012-09-17€300kCeltic FC
2013-02-13€1.3MCeltic FC
2014-02-13€1.5MLierse SK (-2018)
2015-02-24€1.5MCharlton Athletic
2015-09-24€1.5MCharlton Athletic
2016-04-20€1.5MBlackburn Rovers
2016-12-30€900kHeart of Midlothian FC
2017-04-21€750kCharlton Athletic
2017-10-25€700kOud-Heverlee Leuven
2018-08-08€400kSt. Johnstone FC
2019-01-03€400kSt. Johnstone FC
2020-02-02€500kCSKA-Sofia
2020-04-08€400kMotherwell FC
2020-07-21€400kMotherwell FC
2021-01-18€600kMotherwell FC
2021-06-28€750kMotherwell FC
2021-12-31€900kMotherwell FC
2022-06-27€800kDundee United FC
2022-12-13€650kDundee United FC
2023-06-26€500kDundee United FC
2023-12-05€450kDundee United FC
2024-06-21€400kDundee United FC
2024-12-03€300kMotherwell FC
2025-03-12€250kMotherwell FC
2025-06-17€200kDundee United FC
2025-12-10€150kPartick Thistle FC

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
+0.508

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 →

Premiership311 players · median €400k

Valued above 18% of the 311 Premiership players.

€20k€150k€1M€7.5M€150kSee them in the Explorer →

Attackers, all leagues1,583 players · median €2.5M

Valued above 2% of the 1,583 attackers.

€20k€300k€5M€75M€150kSee them in the Explorer →

Where Watt 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).