Formule Dé dice cheat with probabilities

Formule Dé is a board game about car racing where each gear uses a specific colored die. These dice are not necessarily numbered starting from 1 and do not possess equiprobable faces. The red third gear die is for example numbered from 4 to 8 with more chances to obtain an 8.