GPU Candidates refer to graphics processing units that are being considered for specific tasks or applications, such as gaming, machine learning, or graphic design. These candidates are evaluated based on their performance, power consumption, and compatibility with existing systems. The selection process involves comparing various models from manufacturers like NVIDIA and AMD. Factors such as memory size, clock speed, and architecture play a crucial role in determining which GPU is best suited for a particular use case, ensuring optimal performance and efficiency.