The primary component of a computer that performs calculations is the central processing unit (CPU). Often referred to as the "brain" of the computer, it executes instructions from programs, performing arithmetic and logical operations. The CPU's speed and efficiency significantly impact overall system performance, enabling complex computations and multitasking capabilities.