TTransferIQ

Read-only demo: a snapshot of the model's real predictions taken 2026-09-27. The full stack (PostgreSQL, FastAPI, training pipeline) runs locally with Docker; see the GitHub repo.

JS

DF

John Stones

MAN
Manchester City·ENG

Estimated market value

€3.53m

Low confidence

Range €0.22m to €13.04m, 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.

age
−€4.5m
minutes
−€0.9m
goals
−€0.5m
is_top_six
+€0.3m
tackles
+€0.3m
assists_per90
−€0.2m
goals_per90
−€0.2m
assists
−€0.1m