Oliver
Ross
LWDenmark · Silkeborg IF
Player dossierSuperliga
OliverRoss
LWLeft WingerAttack
- Club
- Silkeborg IF
- League
- Superliga
- Nationality
- Denmark
- Age
- 21
- Height
- 186 cm
- Foot
- Right
- Valued
- 25 May 2026
Reading the valuation
The market values Ross at €1M. Model A, which never saw Ross during training, estimates €603k: 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 €795k, closer to the market here, although it is usually further off (typical miss ×2.07).
A gap describes the model's arithmetic for this player's inputs, not what the player is worth.
- Apps
- 31
- Minutes
- 1,827
- Goals
- 3
- Assists
- 1
- Started
- 24/31
- Min / app
- 59
- Cards
- 4Y 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 Ross…
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 €1M
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 1,583 attackers
Dashed ring: the attacker median (50th percentile)
Starts
Share of appearances started rather than entered from the bench.
77% this player59% attacker median80th 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
- €100k
- Dec 2021
- Peak
- €1.2M
- Dec 2025
- Model target
- €1M
- May 2026
- Valuations
- 11
- 2 club changes
May 2026: €1M, Silkeborg IF. Dotted lines mark the €2M, €10M and €30M tier boundaries.
Show as a table
| Date | Market value | Club |
|---|---|---|
| 2021-12-28 | €100k | Aalborg BK U19 |
| 2022-09-13 | €200k | Aalborg BK |
| 2022-12-22 | €400k | Aalborg BK |
| 2023-06-26 | €400k | Aalborg BK |
| 2023-09-19 | €450k | Aalborg BK |
| 2023-12-21 | €500k | Aalborg BK |
| 2024-06-18 | €750k | Aalborg BK |
| 2024-12-09 | €1M | Aalborg BK |
| 2025-06-16 | €1M | Aalborg BK |
| 2025-12-18 | €1.2M | Aalborg BK |
| 2026-05-25 | €1M | Silkeborg IF |
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
- +0.507
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 →Superliga256 players · median €800k
Valued above 57% of the 256 Superliga players.
See them in the Explorer →Attackers, all leagues1,583 players · median €2.5M
Valued above 29% of the 1,583 attackers.
See them in the Explorer →Where Ross appears
Watchlists and the comparison tray are kept in this browser only.
Near this valuation closest observed values: same league, then same position
- ClaessonCFFC Copenhagen · Superliga€1M
- HansenGKFC Nordsjaelland · Superliga€1M
- OwusuRBOdense Boldklub · Superliga€1M
- LauritsenCBBröndby IF · Superliga€1M
- DzekoCFFC Schalke 04 · attackers€1M
- DzyubaCFAkron Tolyatti · attackers€1M
- PedroRWSS Lazio · attackers€1M
- DjuricCFUS Cremonese · attackers€1M
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).