Data sources

Each sport draws from a live feed where one exists, and a transparent model where it doesn't. We use official or open data, credit every source, and never present a model estimate as a result — the “mathematically possible” verdict is exact, the win % is a simulation.

  • Formula 1
    Live
    Jolpica-F1 (Ergast successor)

    Live driver standings (points, wins) and the race + sprint schedule. Powers the exact possibility maths and the win-probability simulation.

    Free public API · keyless · live

  • FIFA World Cup 2026
    Model
    World-Football-Elo dataset (curated)

    48 teams, group draw, and Elo strength ratings — seeds the bracket model, the projected group points, and the Monte-Carlo title odds.

    Editable dataset · model projection

  • FIFA World Cup 2026
    Optional / planned
    Live results feed (football-data.org / ESPN)

    When configured, overlays the real group standings — points, played, W/D/L, goals — and knockout results onto the model. Falls back to the Elo projection when unavailable.

    Official free API (token) / keyless feed

F1 data via the Jolpica-F1 API (an Ergast successor). World Cup Elo ratings derived from World Football Elo Ratings. Win probabilities are model simulations, not betting odds.