The Intel Core Ultra 9 285KF is the objective winner of this comparison, securing victory in seven of the fourteen evaluated specifications. While the AMD Ryzen 9 7950X maintains a significant lead in memory architecture, the Intel Core Ultra 9 285KF provides the most impactful hardware advantage by offering 150% more L2 cache. This substantial increase in secondary cache capacity serves as the primary differentiator between the two processors across the measured technical fields.

Users prioritizing raw cache capacity for specific workloads should choose the AMD Ryzen 9 7950X, which benefits from its 78% advantage in L3 cache. Conversely, those who favor the superior L2 cache density of the Intel Core Ultra 9 285KF should select that model. By aligning your specific cache requirements with these distinct architectural strengths, you can ensure the chosen processor is optimized for your particular computing needs based on these verified hardware specifications.