Stephen
O'Donnell
RBScotland · Motherwell FC
Player dossierPremiership
StephenO'Donnell
RBRight-BackDefender
- Club
- Motherwell FC
- League
- Premiership
- Nationality
- Scotland
- Age
- 34
- Height
- 184 cm
- Foot
- Right
- Valued
- 20 May 2026
Reading the valuation
The market values O'Donnell at €50k. Model A, which never saw O'Donnell during training, estimates €173k: the market value is 71% below that estimate.
That is a factor of ×3.46. 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 €307k, 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
- 57
- Minutes
- 3,826
- Goals
- 1
- Assists
- 1
- Started
- 44/57
- Min / app
- 67
- Cards
- 7Y 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 O'Donnell…
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 €50k
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 2,065 defenders
Dashed ring: the defender median (50th percentile)
Minutes, two years
Total club minutes in the two-year window: how much the player was used.
3,826 this player2,860 defender median67th 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
- Oct 2011
- Peak
- €900k
- Jun 2021
- Model target
- €50k
- May 2026
- Valuations
- 26
- 3 club changes
May 2026: €50k, Motherwell FC. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2011-10-18 | €50k | Partick Thistle FC |
| 2012-02-02 | €100k | Partick Thistle FC |
| 2012-08-10 | €225k | Partick Thistle FC |
| 2013-10-08 | €275k | Partick Thistle FC |
| 2014-10-07 | €350k | Partick Thistle FC |
| 2016-08-05 | €250k | Luton Town |
| 2018-03-04 | €300k | Kilmarnock FC |
| 2018-08-08 | €350k | Kilmarnock FC |
| 2019-01-03 | €500k | Kilmarnock FC |
| 2019-08-20 | €700k | Kilmarnock FC |
| 2020-02-05 | €700k | Kilmarnock FC |
| 2020-04-08 | €550k | Kilmarnock FC |
| 2021-01-18 | €650k | Motherwell FC |
| 2021-05-28 | €750k | Motherwell FC |
| 2021-06-28 | €900k | Motherwell FC |
| 2021-12-31 | €700k | Motherwell FC |
| 2022-06-27 | €700k | Motherwell FC |
| 2022-12-13 | €600k | Motherwell FC |
| 2023-03-22 | €500k | Motherwell FC |
| 2023-06-26 | €450k | Motherwell FC |
| 2023-12-05 | €350k | Motherwell FC |
| 2024-05-30 | €300k | Motherwell FC |
| 2024-12-03 | €200k | Motherwell FC |
| 2025-06-17 | €100k | Motherwell FC |
| 2025-12-10 | €50k | Motherwell FC |
| 2026-05-20 | €50k | Motherwell 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
- −1.240
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 2% of the 311 Premiership players.
See them in the Explorer →Defenders, all leagues2,065 players · median €2M
Valued above 0% of the 2,065 defenders.
See them in the Explorer →Where O'Donnell appears
Watchlists and the comparison tray are kept in this browser only.
Near this valuation closest observed values: same league, then same position
- GordonGKHeart of Midlothian FC · Premiership€50k
- HoilettLWHibernian FC · Premiership€50k
- HallidayDMMotherwell FC · Premiership€50k
- DouglasLBSt. Johnstone FC · Premiership€50k
- UtsievRBAkhmat Grozny · defenders€50k
- BotíaCBAE Kifisia · defenders€50k
- KöybaşıLBGöztepe · defenders€50k
- AlbornozLBVejle Boldklub · defenders€50k
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).