The AMD RX 7900 XTX is the objective winner of this comparison, securing victories in ten out of twelve measured categories. Its most significant advantage over the NVIDIA GeForce GT 1030 is its FP32 performance, which is 5347% higher. This massive disparity in raw computational power establishes the AMD RX 7900 XTX as the superior choice for high-demand tasks that rely on intensive floating-point calculations.

Users requiring maximum processing capability should choose the AMD RX 7900 XTX for its dominant performance metrics. Conversely, the NVIDIA GeForce GT 1030 is the appropriate selection for those prioritizing power efficiency, as it offers a 92% advantage in TDP. This makes the NVIDIA GeForce GT 1030 the better option for systems where minimizing power consumption is the primary requirement rather than raw computational output.