The Intel Core Ultra 5 225F is the objective winner of this comparison, securing victory in seven out of thirteen measured specifications. While the AMD Ryzen 9 7950X remains a formidable option, the most significant advantage belongs to the Intel Core Ultra 5 225F, which offers 100% better NPU performance. This technical lead in specialized processing capabilities allows it to outperform the competition across the majority of the evaluated hardware metrics.

Users prioritizing advanced AI-driven tasks and modern neural processing should select the Intel Core Ultra 5 225F for its superior NPU capabilities. Conversely, the AMD Ryzen 9 7950X is the better choice for professionals who require high-density multitasking, as it provides a 220% advantage in thread count. Choosing between these two processors depends entirely on whether your workflow demands the specialized acceleration of the Intel chip or the massive parallel processing capacity of the AMD alternative.