Hugo Ekstrom

Valuation

Values are model estimates on an uncalibrated scale. They are not predictions of a transfer fee and have not been validated against observed fees. Model 0.3.0-uncalibrated.

Performance profile

Strong goal threat midfielder (86th percentile), with above average chance creation (68th). Defending is the clear gap at the 17th percentile. Played 68% of available minutes.

Season

Key strengths

• Goal threat is a clear strength86th percentile among MIDs in this division

Key risks and limitations

• Defending is a clear weakness17th percentile among MIDs in this division

Valuation history

Comparable players

Comparable transfers

Not available. The feed carries no observed transfer fees and no contract expiry dates, so there is nothing to build a comparable-fee distribution from.

This section is left in rather than removed, because its absence is itself a finding: any fee inference in this report would be unsupported.

Data confidence

Model confidence

70%of 72% ceiling

Sample

1458 min · 18 apps

Last fixture

23 Jan

Percentiles are taken against MIDs in the Demo Premier League with 270 or more minutes. The model holds no contract, injury, wage or transfer data, and no progressive passing, carrying or pressing metrics.

Methodology

Weekly output is weighted by position, discounted by minutes as a credibility multiplier, and compared against an exponentially weighted average of the player’s own previous weeks — so the model moves on surprise rather than output. That becomes a percentile within the position group, then adjusted for age, league strength, position and availability.

An estimated value is not a transfer fee. Full methodology.