Champion Outlook

The top four champion candidates, with simple model explanations for why they rate highly and what could still go wrong.

Live Match Center

Delayed-live score state, scorers, cards, substitutions, and the pre-match model unless a validated in-play updater is added later.

Insights

Short takeaways generated from the latest dashboard summary.

    Availability Watch

    Possible suspensions, red-card absences, and lineup or squad concerns.

    Forecast Signal Watchlist

    Conservative low-to-medium-risk forecast signals only. These are paper-trade candidates for decision support, not betting recommendations.

    These signals are for forecasting and educational analysis only. They are not betting advice or a recommendation to wager.

    Signal Safety

    Safety rails for using the dashboard in low-to-medium-risk forecast research.

    Updated Future Predictions

    Upcoming fixtures with immutable original forecasts, the latest updated view, and one compact explanation when the outlook changed.

    Model vs Market

    Sorted by risk tier, then disagreement. These are benchmark comparisons only, not betting recommendations.

    These signals are for forecasting and educational analysis only. They are not betting advice or a recommendation to wager.

    Live Accuracy

    How the promoted match model has performed on completed fixtures that have a captured original pre-match prediction.

    Biggest Movers

    The largest shifts in qualification, champion, and match probabilities versus the previous refresh.

    Results & Prediction Review

    Completed fixtures are reviewed below. Official scoring uses the original pre-match prediction when it was captured, with the latest pre-kickoff update shown separately when it meaningfully differed.

    Group Standings

    If a group has no finished matches yet, qualification probabilities still show the forward-looking tournament context.

    Stage Probabilities

    Top teams with progression bars from the current tournament simulation state.

    Standings Validation

    Internal standings are checked against football-data.org tables. Warnings only appear if they disagree.

    Champion Probability Chart

    Top 20 teams. Hover for progression context across later stages.

    Diagnostics

    A public health summary of the forecast dashboard. Technical implementation details stay hidden by default.

    Advanced diagnostics