FairValue

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  • EnvironmentOverviewWhat FairValue measures, what it found, where to go next.
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Jacob

Devaney

DMIreland · St. Mirren FC

№ 1112908Emerging €382k −0.42

Player dossierPremiership

JacobDevaney

DMDefensive MidfieldMidfield

Club
St. Mirren FC
League
Premiership
Nationality
Ireland
Age
18
Height
178 cm
Foot
Right
Valued
20 May 2026

Reading the valuation

The market values Devaney at €250k. Model A, which never saw Devaney during training, estimates €382k: the market value is 35% below that estimate.

That is a factor of ×1.53. 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 €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.

▼ −0.42A €382k▼ −2.08B €2M
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
11
Minutes
809
Goals
1
Assists
0
Started
10/11
Min / app
74
Cards
0Y 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 Devaney…

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 €250k

Checking API
EmergingEstablishedEliteWorld Class€2M€10M€30M€100k€1M€100MMarket €250kModel A €382k

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 1,687 midfielders

Jacob Devaney's percentiles among midfielders: Goals per 90 60th, Assists per 90 8th, Minutes, two years 8th, Starts 88th, Minutes, last 365 days 24th, European club minutes 30th60thGoals8thAssists8thMinutes88thStarts24thRecent30thEurope

Dashed ring: the midfielder median (50th percentile)

Starts

Share of appearances started rather than entered from the bench.

91% this player69% midfielder median88th percentile

7%peer deciles · median line · this player ●100%

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
Mar 2026
Peak
€250k
Mar 2026
Model target
€250k
May 2026
Valuations
2
0 club changes
May 2026€250kSt. Mirren FCValuation the model is trained to reproduce

May 2026: €250k, St. Mirren FC. Dotted lines mark the €2M, €10M and €30M tier boundaries.

Show as a table
DateMarket valueClub
2026-03-05€250kSt. Mirren FC
2026-05-20€250kSt. Mirren 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
−0.424

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 32% of the 311 Premiership players.

€20k€150k€1M€7.5M€250kSee them in the Explorer →

Midfielders, all leagues1,687 players · median €2M

Valued above 5% of the 1,687 midfielders.

€20k€200k€2M€20M€250kSee them in the Explorer →

Where Devaney 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).