The AMD Ryzen 5 8600G is the objective winner of this comparison, securing more individual specification victories than the Intel Core i5-12400. The most significant technical advantage held by the Ryzen 5 8600G is its NPU performance, which is 100% better than that of the Intel Core i5-12400. This substantial lead in neural processing capability distinguishes the AMD processor as the superior option for users prioritizing modern hardware-accelerated AI tasks within their system architecture.

Users who require advanced neural processing power for specialized workloads should select the AMD Ryzen 5 8600G to leverage its superior NPU performance. Conversely, those who prioritize memory efficiency for specific computing tasks should opt for the Intel Core i5-12400, as it maintains a 25% advantage in L2 cache capacity. Choosing between these two components depends entirely on whether your primary computing needs favor the enhanced neural processing of the AMD chip or the larger cache architecture of the Intel alternative.