The two primary components of a computer's motherboard are the CPU (Central Processing Unit) and the RAM (Random Access Memory). The CPU is the brain of the computer, executing instructions and performing calculations, while RAM is a form of temporary storage that allows for quick data access by the CPU. Together, they are critical for a computer's performance, influencing speed and efficiency in processing tasks.