How these odds work. 2,000 simulations of the remaining 4 races. Each car's strength comes from TELOS's race model, trained on every Grand Prix since 2015: the driver's skill and the car's level from the Driver Rating, plus current team and driver form; every result is then banked to its constructor (both cars score); we then tally who tops the table at year's end. Want to change the inputs — lock a winner, add chaos? Try the Championship Simulator. A model, not a crystal ball — track-specific form, weather and upgrades aren't priced in.

How this is calculated. With 4 races and 0 sprints left, the most any team can still score is 4×43 + 0×15 = 172 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.