How these odds work. 2,000 simulations of the remaining 11 races + 2 sprints. Each car's per-race finishing chance blends its points-per-race form this season with our trained driver-skill rating (a car-adjusted Bradley-Terry model, applied as a modest tilt); every result is then banked to its constructor (both cars score); we then tally who tops the table at year's end. A model, not a crystal ball — real-world chaos (weather, DNFs, upgrades) isn't priced in.

How this is calculated. With 11 races and 2 sprints left, the most any team can still score is 11×43 + 2×15 = 503 points (a constructor banks both cars — 25+18 in a GP, 8+7 in a sprint). A team is in the hunt if their current points plus that maximum can still reach the leader's current total; otherwise they're mathematically eliminated. Ties are decided on count-back (most wins), not modelled here. Standings & schedule pulled live from the Ergast/Jolpica F1 data set.