🏆 F1 Title Scenario Lab

The goal of this project is to build a clean, interactive dashboard for exploring how Max can still win the F1 World Championship against Lando and Oscar over the remaining 2025 rounds.

ⓘ Standings as of remaining races: Mexico R20; Brazil R21 (Sprint); Las Vegas R22; Qatar R23 (Sprint); Abu Dhabi R24.

Max — Current

Final total

—

Lando — Current

Final total

—

Oscar — Current

Final total

—

Scenario outcome

Max does not lead yet.

Quick Clinch Outcomes

Cumulative Points

Includes current “Start” totals

Monte Carlo toolkit

Scenario Simulator

Run Monte Carlo forecasts with optional seeding.

Simulation runs

Choose how many outcomes to crunch

Loading run limits…

Random seed

Keep forecasts reproducible

Auto-generating seed…

Actions

Kick off or halt the simulator

Monte Carlo simulator idle — configure runs and press Run simulator to forecast outcomes.

Tie-breaker Module

Seeded up to United States GP (Oct 19, 2025)

Footnote — Points System (2025): Grand Prix: 25,18,15,12,10,8,6,4,2,1 for P1–P10. Sprint: 8,7,6,5,4,3,2,1 for P1–P8. No fastest-lap bonus.

Footnote — Calendar: Mexico (R20), Brazil (R21, Sprint), Las Vegas (R22), Qatar (R23, Sprint), Abu Dhabi (R24). 2024 results shown in grey are reference only.