The AMD Ryzen 9 7950X is the objective winner of this comparison, securing victories in nine out of fourteen measured specifications. Its most significant technical advantage is the L3 cache, which is 156% larger than that of the Intel Core i7-12700KF. This substantial increase in cache capacity provides the primary performance edge for the AMD processor across the evaluated metrics, establishing it as the superior option based on the total number of winning specifications.

Users prioritizing maximum technical capability and the benefits of a significantly larger L3 cache should choose the AMD Ryzen 9 7950X for their build. Conversely, the Intel Core i7-12700KF is the better selection for budget-conscious buyers, as it holds a 45% advantage in MSRP. Selecting between these two components depends on whether the user values the raw specification superiority of the AMD processor or the cost-effectiveness offered by the Intel alternative.