Public-source data with visible limitations.

The current data package combines public fixture/result cache data, FIFA squad-list information, FIFA ranking references, and public reporting used for result verification.

Current data package

• Team list, fixtures, and scores are refreshed from the local data pipeline.
• Squad data is parsed from the FIFA squad-list PDF used by the project.
• Ranking metadata references FIFA/Coca-Cola men's ranking context.
• Recent result corrections are verified against multiple public reports when possible.

Update cadence

The operational target is a 6 to 12 hour refresh cadence during the tournament. The site does not claim official real-time scoring.

Model inputs

Ratings use FIFA ranking, squad experience, available player impact fields, tournament form, goals for and against, and derived strength dimensions such as attack, control, defense, depth, form, and execution.