Blog
Analysis and updates from the world of Formula 1 probabilities and IA-based insights.
2026 Australian Grand Prix Recap: How the Predictions Fell Apart in Melbourne
A driver-by-driver recap of the chaotic 2026 Australian Grand Prix, comparing pre-race predictions to actual results. Russell's shock P1 finish, Hadjar's title-favorite DNF, and Piastri's pre-race crash show how new regulations and reliability upended the prediction model.
Farewell Zandvoort: Why the Prediction Model Sees Heartbreak Coming for Verstappen at F1's Last Dutch Grand Prix
F1's prediction model sees Charles Leclerc take the win at the final-ever Dutch Grand Prix at Zandvoort, while home hero Max Verstappen is projected to finish outside the points on his farewell weekend — a driver-by-driver breakdown explains why.
Monaco Chaos: Antonelli Wins as Rain, Red Flags and Broken Brakes Tear Up the Script
Monaco's 2026 Grand Prix tore up the form book as rain, red flags and a rash of retirements handed Kimi Antonelli a fifth straight win while predicted winner Charles Leclerc crashed out on broken brakes.
Shanghai Shocker: How McLaren's Double DNS Blew Up the Chinese GP Script
A driver-by-driver recap of the chaotic 2026 Chinese Grand Prix, where McLaren's shocking double DNS handed Kimi Antonelli a maiden win and scrambled nearly every pre-race prediction.
Belgian GP 2026: Antonelli Masters Spa Chaos While the Prediction Model Gets Torched by Verstappen and Bearman
Kimi Antonelli held off a fast-recovering Charles Leclerc to win a chaotic 2026 Belgian Grand Prix, while Max Verstappen's shock podium and George Russell's lap-one DNF blew the pre-race predictions apart.
2026 Italian Grand Prix Preview: Leclerc Tipped for Monza Glory, But the Numbers Tell a Messier Story
A team-by-team preview of the 2026 Italian Grand Prix at Monza, weighing each driver's predicted finish against their recent qualifying form and season scoring average to flag which projections look solid and which look shaky.