The AMD Ryzen 9 7900X3D is the objective winner of this comparison, securing a lead in nine out of fourteen measured specifications. Its most significant technical advantage is the L3 cache, which is 412% better than that of the Intel Core i7-12700KF. This substantial cache capacity serves as the primary differentiator between the two processors, establishing the former as the superior option across the majority of the evaluated hardware metrics.

Users prioritizing high-end technical specifications should select the AMD Ryzen 9 7900X3D to take advantage of its superior cache architecture. Conversely, the Intel Core i7-12700KF is the appropriate choice for budget-conscious buyers, as it holds a 36% advantage in MSRP. By weighing the performance benefits of the cache against the cost efficiency of the Intel offering, users can align their purchase with their specific requirements for either raw hardware capability or initial acquisition cost.