Optimizer - Fantasy F1 Helper

Advanced CatBoost ML Squad Optimizer

Official F1 Fantasy prices, active race seat filter & transfer penalty calculator

Target Objective

F1 Fantasy Chip / Token Mode

Active Squad Value ($M)

Banked Free Cash ($M)

Effective Spending Power

Free Transfers Available

Penalty Per Extra Swap

Deduct Transfer Penalties (-10 pts per extra swap)

Target Circuit / Grand Prix

Active Race Seats Only (Exclude Reserves like Zhou/Bottas)

Factor Circuit Track Suitability (+15% boost)

Factor Driver Recent Momentum & Form (🔥 Hot Streak)

Factor Pending Team Upgrade Packages (+5-12% boost)

Optional

Lock Driver/Constructor into Squad

Exclude Driver/Constructor

Enter your banked free cash, spending power, and transfer rules, then click "Calculate Optimal Lineup"!