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F1 Fantasy Robot

F1 Fantasy Robot

By: Christopher J. McLaren
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F1 Fantasy Robot is your race-week secret weapon. Using advanced AI, we scan and analyze vast online data—from team news to track conditions—to predict F1 driver and team performance for every Grand Prix. Whether you're chasing a league title or just want to enjoy Grand Prix weekends with a sharper lens, F1 Fantasy Robot helps you see the race before it happens. Episodes drop the day before qualifying, giving you sharp, data-driven insights to optimize your fantasy picks and outpace the competition. Subscribe wherever you get your podcasts, and turn intelligence into fantasy dominance.

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Episodes
  • Japan Debrief and Miami Sprint Forecast

    Japan Debrief and Miami Sprint Forecast
    Apr 6 2026

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

    F1 Fantasy Robot: Japan GP 2026 Preview | Suzuka Pace, Reliability Risk, and the Best Lineup Calls
    Mar 27 2026

    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.
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    2 mins
  • Title: Chinese GP: Post-Race Prediction Review

    Title: Chinese GP: Post-Race Prediction Review
    Mar 16 2026

    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.
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    36 mins
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