When purchasing a gaming PC, it's essential to evaluate the processor (CPU), graphics card (GPU), RAM, storage type and size, and cooling system. A higher specs GPU is crucial for superior gaming performance, while the CPU should complement the graphics card to avoid bottlenecks. Consider RAM of at least 16GB, SSD storage for faster load times, and an efficient cooling solution to maintain optimal performance during intense gaming sessions.