Connor
Randall
RBEngland · Ross County FC
Player dossierPremiership
ConnorRandall
RBRight-BackDefender
- Club
- Ross County FC
- League
- Premiership
- Nationality
- England
- Age
- 30
- Height
- 180 cm
- Foot
- Right
- Valued
- 10 Dec 2025
PremiershipReading the valuation
The market values Randall at €175k. Model A, which never saw Randall during training, estimates €210k: the market value is 17% below that estimate.
That is a factor of ×1.20. 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 €493k, 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
- 39
- Minutes
- 3,316
- Goals
- 1
- Assists
- 0
- Started
- 38/39
- Min / app
- 85
- Cards
- 10Y 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 Randall…
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 €175k
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)
Starts
Share of appearances started rather than entered from the bench.
97% this player83% defender median91st 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
- €250k
- Feb 2016
- Peak
- €500k
- Aug 2016
- Model target
- €175k
- Dec 2025
- Valuations
- 19
- 3 club changes
Dec 2025: €175k, Ross County FC. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2016-02-09 | €250k | Liverpool FC |
| 2016-08-01 | €500k | Liverpool FC |
| 2017-02-20 | €500k | Liverpool FC |
| 2017-06-28 | €500k | Liverpool FC |
| 2018-03-04 | €500k | Heart of Midlothian FC |
| 2020-02-02 | €500k | Arda Kardzhali |
| 2020-04-08 | €400k | Arda Kardzhali |
| 2020-07-21 | €400k | Ross County FC |
| 2021-01-18 | €400k | Ross County FC |
| 2021-06-28 | €400k | Ross County FC |
| 2021-12-31 | €400k | Ross County FC |
| 2022-06-27 | €450k | Ross County FC |
| 2022-12-13 | €450k | Ross County FC |
| 2023-06-26 | €450k | Ross County FC |
| 2023-12-05 | €450k | Ross County FC |
| 2024-05-30 | €450k | Ross County FC |
| 2024-12-03 | €350k | Ross County FC |
| 2025-06-17 | €250k | Ross County FC |
| 2025-12-10 | €175k | Ross County 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
- −0.183
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 25% of the 311 Premiership players.
See them in the Explorer →Defenders, all leagues2,065 players · median €2M
Valued above 5% of the 2,065 defenders.
See them in the Explorer →Where Randall appears
Watchlists and the comparison tray are kept in this browser only.
Near this valuation closest observed values: same league, then same position
- LoweryCMKilmarnock FC · Premiership€175k
- HanleyCBHibernian FC · Premiership€200k
- ArmstrongCMAberdeen FC · Premiership€200k
- DevlinRBAberdeen FC · Premiership€200k
- TriantafyllopoulosCBAsteras Aktor · defenders€175k
- DentakisRBAthens Kallithea · defenders€175k
- MilaniLBHeracles Almelo · defenders€175k
- BenedyukRBIngulets Petrove · defenders€175k
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).