Players who are eliminated from Blue Lock face consequences such as losing the opportunity to continue training and competing in the program, missing out on the chance to be scouted by professional teams, and potentially damaging their reputation within the soccer community. Additionally, being eliminated could have a negative impact on their future career prospects in the sport.