Introduction International football friendlies have long been a cornerstone of the sport, offering national teams the opportunity to prepare for competitive matches and tournaments. These games, while not contributing to rankings or qualification, play a crucial role in team development, strategy experimentation, and enhancing fan engagement. In light of recent international tournaments, the significance of