Race Name
Top 5 Predictions
Live 2026 season data from Jolpica API — real results for completed races, XGBoost forecast for remaining rounds.
Upcoming Grand Prix Predictions
Latest headlines scraped from formula1.com, refreshed automatically each race weekend.
Predicted final standings for drivers and constructors based on machine-learning race simulations.
Full driver standings with per-race win probability (real 2026 wins + simulated remaining races) and podium likelihood for the 2026 season.
| # | Driver | Team | Now | Final (pred.) | Title % | Win % | Podium % | Avg Pos |
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All 20 drivers — predicted championship standing, win probability, and team assignment.
Points and dominance across seasons 2020–2025, with the 2026 predicted outlook.
Season standings from 2020 to 2026. Select a year to explore the full driver and constructor standings.
| Pos | Driver | Team | Pts |
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Click any race to see full top-5 predictions for that Grand Prix.
Select a driver to explore their predicted and historical performance.
New technical regulations reshape the competitive order for 2026.
2026 cars are narrower and lighter — down to 768 kg from 798 kg. Shorter wheelbase improves tyre management and increases mechanical responsiveness through slow-speed corners.
Manual DRS is abolished. Driver-controlled active aero opens automatically on straights at 290 km/h and adjusts drag in real time, placing greater emphasis on aerodynamic efficiency over raw downforce.
A 50/50 power split between the 1.6L V6 ICE and a massively upgraded ERS delivering 350 kW. Total power output rises to ~1,000 bhp, demanding new thermal and energy management strategies.