Real Madrid vs Atlético de Madrid. People say the rivalry between Real Madrid and Atlético de Madrid goes beyond sports. The argument goes that Real Madrid is the team of the elite and the rich, while Atlético is the team of the humble. In reality there are fans of both teams from all walks of life.