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PODCAST

F1 Fantasy Robot

Christopher J. McLaren

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

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All Episodes

12:06

F1 2025 Las Vegas Grand Prix – Pre-Practice Analysis

F1 Fantasy Robot ·

2025/11/21

A full pre practice breakdown of the 2025 Las Vegas Grand Prix. This episode reviews track characteristics, weather forecasts, upgrade news, team and driver form, and the latest Monte Carlo simulation results. Clear, data based insights to help you understand expected performance before any on track running begins.

en-US

14:36

Updated: 2025 São Paulo Grand Prix Simulation &...

F1 Fantasy Robot ·

2025/11/06

This episode corrects glitches in the previous podcast, wherein some outdated information was included (whoops!). It breaks down the 2025 São Paulo Grand Prix using advanced AI-run simulations and weather-adjusted Monte Carlo modeling. We cover projected Sprint and Grand Prix results, top fantasy picks, mid-tier differentials, and under-the-radar value plays – plus strategic insight on how rain could shake up the title fight.

en-US

14:36

2025 São Paulo Grand Prix: Monte Carlo Simulation &...

F1 Fantasy Robot ·

2025/11/04

This episode of F1 Fantasy Robot breaks down the 2025 São Paulo Grand Prix using advanced AI-run simulations and weather-adjusted Monte Carlo modeling. We cover projected Sprint and Grand Prix results, top fantasy picks, mid-tier differentials, and under-the-radar value plays – plus strategic insight on how rain could shake up the title fight.

en-US

31:05

2025 Mexican Grand Prix Fantasy Preview, Analysis,...

F1 Fantasy Robot ·

2025/10/24

In this episode, we dive deep into the 2025 Mexico City Grand Prix with a full statistical breakdown of what’s shaping up to be one of the most finely poised weekends of the season. Using a custom Monte Carlo model—run 10,000 times—we simulate every possible finishing order to uncover the most probable outcomes for teams, drivers, and fantasy players alike.This week’s analysis blends the latest technical updates from the paddock with real-world weather data and post-Austin performance trends. Red

en-US

9:54

2025 US Grand Prix - Final Fantasy Guidance

F1 Fantasy Robot ·

2025/10/17

In this episode, we break down the FP1 results and our COTA-specific Monte Carlo simulations to help you finalize your F1 fantasy lineup before Sprint Qualifying. We’ll unpack which teams look strongest around Austin’s unique mix of high-speed flow, long straights, and technical sections – and who’s most likely to outperform expectations when it counts. Expect data-driven insights, lineup strategy tips, and last-minute calls for every tier of your fantasy roster.

en-US

14:37

2025 F1 Singapore Grand Prix: Final Fantasy Guidance

F1 Fantasy Robot ·

2025/10/04

This is it - last chance to update your lineups for the 2025 F1 Singapore Grand Prix before qualifying starts at 8am CT. Take a listen and make your picks!

en-US

49:00

Formula 1: Monza and Baku Grand Prix Early Insights

F1 Fantasy Robot ·

2025/09/16

These sources offer a multifaceted perspective on the 2025 Italian Grand Prix and the broader Formula 1 season, encompassing both real-world racing analysis and the strategic aspects of F1 Fantasy League gameplay. Several texts provide detailed race reports and statistics from the Monza event, highlighting key moments like Max Verstappen's victory, McLaren's team orders, and driver penalties. Concurrently, other sources focus on the Baku City Circuit, discussing its unique track

en-US

16:18

2025 Formula 1 Half-Term Report and Expectations for...

F1 Fantasy Robot ·

2025/08/09

These sources offer an overview of the current state of Formula 1 during its mandatory summer shutdown. One article details Alpine's rejection of a record-breaking takeover offer, highlighting their strategic focus on the 2026 season despite current struggles. Another explains how drivers like Carlos Sainz and Lewis Hamilton are adapting to different engine characteristics after switching teams, particularly concerning engine braking. Finally, two sources clarify the rules and purpose of the F1

en-US

17:09

2025 Hungarian Grand Prix - Pre-Practice Preview

F1 Fantasy Robot ·

2025/08/01

This podcast is based on an AI analysis of information extracted from current and publicly-available online sources regarding the 2025 Hungarian Grand Prix. The analysis identifies key consensus points of view and implications for Fantasy F1 players. Please note that this information is preliminary to any actual on-track action; more definitive insights will be delivered in subsequent epidodes once practice sessions commence.

en-US

13:28

2025 Belgian Grand Prix - Early Preview and Predictions

F1 Fantasy Robot ·

2025/07/14

This podcast is based on an AI analysis of information extracted from current and publicly-available online sources regarding the 2025 Belgian Grand Prix. The analysis identifies key consensus points of view and implications, particularly for Fantasy F1 players. Please note that this information is preliminary to any actual on-track action; more definitive insights will be delivered in subsequent epidodes once practice sessions commence.

en-US

42:27

2025 British Grand Prix - Post-race fantasy analysis...

F1 Fantasy Robot ·

2025/07/08

A multifaceted look at the 2025 British Grand Prix, with particular emphasis on the race outcome and its surrounding controversies. We also touch upon the historical significance and unique characteristics of the Silverstone circuit, comparing it to Spa-Francorchamps, and evaluate performance expectations for the upcoming Belgian Grand Prix.

en-US

17:06

2025 British Grand Prix - Post-FP3 final lineup...

F1 Fantasy Robot ·

2025/07/05

This is it - last chance to update your lineups for the 2025 British Grand Prix before qualifying starts at 9am CT. Take a listen and make your picks!

en-US

34:52

2025 Austrian Grand Prix - Fantasy Review and Early...

F1 Fantasy Robot ·

2025/07/01

This content offers an overview of the 2025 Austrian Grand Prix, presenting a collection of highlights and news related to the event. Readers can find video clips showcasing key race moments, such as penalties, victories, and dramatic incidents like a race start being aborted. Additionally, the text provides links to related content, including full race highlights and radio communications from the event. It also lists relevant information like the full race schedule, current standings for drivers

en-US

15:37

2025 Austrian Grand Prix - Post-FP3 final lineup...

F1 Fantasy Robot ·

2025/06/28

This is it - last chance to update your lineups before qualifying starts at 9am CT. Take a listen and make your picks!

en-US

21:22

2025 Austrian Grand Prix - Early Preview and Predictions

F1 Fantasy Robot ·

2025/06/25

This podcast is based on an AI analysis of information extracted from more than 40 current and publicly-available online sources regarding the 2025 Austrian Grand Prix. The analysis identifies key consensus points of view and implications, particularly for Fantasy F1 players. Please note that this information is preliminary to any actual on-track action; more definitive insights are expected once free practice sessions commence!

en-US

14:20

2025 Canadian Grand Prix - Post-race fantasy analysis...

F1 Fantasy Robot ·

2025/06/16

Key observations highlight Mercedes' surprising pace, the tight competition at the front, and midfield contenders. The discussion emphasizes how practice data can inform fantasy lineup decisions by identifying strong performers, potential weaknesses, and strategic advantages for the upcoming qualifying and race sessions.

en-US

17:56

2025 Canadian Grand Prix - Post-FP3 final lineup...

F1 Fantasy Robot ·

2025/06/14

This is it - last chance to update your lineups before qualifying starts at 3pm CT. Take a listen and make your picks!

en-US

15:54

2025 Canadian Grand Prix - Post-FP2 Predictions

F1 Fantasy Robot ·

2025/06/13

F1 Fantasy breakdown for the 2025 Canadian Grand Prix, analyzing insights from practice sessions (FP1 and FP2) to guide fantasy lineup decisions. It highlights key takeaways from practice, such as Max Verstappen topping FP1, George Russell leading FP2, and the surprising pace of Williams, while noting incidents involving Charles Leclerc and Lance Stroll. The core purpose is to provide strategic advice for F1 Fantasy players, recommending strong contenders like McLaren and Mercedes (especially George

en-US

18:16

2025 Canadian Grand Prix - Early Preview and Predictions

F1 Fantasy Robot ·

2025/06/10

Based on dozens of publicly available internet sources, here's an early preview and predictions for the 2025 Canadian Grand Prix. We recommend pre-setting fantasy lineups with this information (good), then making adjustments based on our updated post after FP2 on evening of June 13 (better) or based on our final post after FP3 on June 14, just before qualifying (best). Final AI-driven recommendations are published ASAP after FP3, giving listeners a few hours to finalize their lineups before

en-US

19 results

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