GridIQ

Build a better F1 Fantasy lineup with expected points, price forecasts and an exact optimizer for your budget. GridIQ is an analytics companion for the official F1 Fantasy game. A Monte-Carlo model runs 10,000 simulations per driver and constructor and shows expected points as a range, not one confident number. Price forecasts follow the game's own rules, so you can see whether there is still time to buy before a rise. An exact optimizer solves the best lineup for your budget and transfer limit, both boosts included, and a league view shows every rival's lineup round by round. Forecast accuracy is measured out-of-sample and published race by race. The core tools are free; you apply the lineup yourself in the official app. Not affiliated with Formula 1.