The AMD RX 7900 XT is the objective winner of this comparison, securing victories in ten out of twelve evaluated categories. Its most significant advantage over the NVIDIA GeForce GT 1030 is its FP32 performance, which is 4468% higher. This massive disparity in raw computational capability establishes the former as a vastly more powerful component across the majority of technical specifications analyzed.

Users requiring high-level computational power should select the AMD RX 7900 XT for its superior performance metrics. Conversely, the NVIDIA GeForce GT 1030 is the appropriate choice for budget-conscious buyers, as it holds a 91% advantage in MSRP. Choosing between these two components depends entirely on whether the priority is maximizing raw processing output or minimizing the initial financial investment required for the hardware.