James Trafford

MAN

Manchester City·ENG

Estimated market value

€11.23m

Low confidence

Range €2.28m to €36.94m, model random_forest_v3_blended_2026-09-27T175111

Why this valuation

Approximate contribution of each feature to the prediction above, from a real SHAP explainer on the trained model. A first-order approximation, not an exact decomposition.

minutes

−€5.4m

age

+€2.2m

tackles

+€1.3m

goals

−€1.1m

goals_per90

−€0.5m

assists

−€0.4m

interceptions

+€0.2m

is_top_six

+€0.1m