Bruno Ives

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

Elite defending defender (93th percentile). Goal threat is the clear gap at the 8th percentile. Availability is the headline risk: 43% of available minutes played.

Season

Key strengths

• Defending is a clear strength93th percentile among DEFs in this division
• Elite volume of tackles2.74 per 90, 96th percentile

Key risks and limitations

• Chance creation is a clear weakness16th percentile among DEFs in this division
• Goal threat is a clear weakness8th percentile among DEFs in this division
• Availability is the headline risk43% of available minutes; 11 matchweeks missed

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

67%of 72% ceiling

Sample

921 min · 13 apps

Last fixture

23 Jan

Percentiles are taken against DEFs 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.