The characters in Tokyo Revengers navigate their conflicting desires for power and peace through various means, such as forming alliances, making difficult choices, and facing the consequences of their actions. They often find themselves torn between seeking power to protect themselves or their loved ones and striving for peace to avoid further violence and chaos. Ultimately, each character must navigate their own path and determine what truly matters to them in the face of these conflicting desires.