F1 Fantasy Robot

Japan Debrief and Miami Sprint Forecast

Kimi Antonelli wins back-to-back at Suzuka after dropping to P6 mid-race and fighting back — and our predictions hit 90.5% accuracy. We break down McLaren's alarming reliability record, expose the Q3 rookies who consistently lose four places in the race, and preview Miami's sprint weekend where fantasy lock falls Friday night. Find out who scores double points in the Sprint and Grand Prix — and why Aston Martin is still dead money.

F1 Fantasy Robot: Japan GP 2026 Preview | Suzuka Pace, Reliability Risk, and the Best Lineup Calls

The 2026 Japanese Grand Prix at Suzuka is shaping up to be a race where raw pace may matter less than simply making it to the finish. In this (short!) episode of F1 Fantasy Robot, we break down the latest signals from practice, the teams and drivers showing real promise, and the reliability questions that could decide both the race and your fantasy lineup. We look at why McLaren and Mercedes appear so central to the weekend, where the biggest risks may be hiding, and which value picks could make the difference if chaos hits on Sunday. If you want a sharper read on Suzuka before qualifying, this is the episode to hear.

Chinese GP: Post-Race Prediction Review

The 2026 Chinese Grand Prix exposed a full-blown reliability crisis. We break down what the model nailed, what broke, and how to build smarter F1 Fantasy lineups for Suzuka.

Chinese Grand Prix Preview: Early 2026 Title Picture

Using Australia race data, team upgrade reports, betting markets, and a 25,000-run Monte Carlo simulation, this episode previews the 2026 Chinese Grand Prix and predicts the most likely winners, podium contenders, and F1 Fantasy value picks.

Abu Dhabi 2025: Data Model Predictions for the F1 Championship Finale

A robust Monte Carlo analysis of the 2025 Abu Dhabi Grand Prix, incorporating high tyre degradation, resurfacing effects, strategy volatility, team-order scenarios, and contender-specific risk profiles. This episode explains how the model was built and what 10,000 simulations project for Norris, Verstappen, and Piastri in the title decider.