The AMD RX 9070 is the objective winner of this comparison, securing victories in ten out of thirteen measured specifications. Its most significant technical advantage over the competition is its FP16 performance, which is 51507% better. While the NVIDIA GTX 1080 maintains a lead in two specific areas, the overall hardware configuration of the AMD RX 9070 provides a more comprehensive set of superior specifications across the majority of the evaluated categories.

Users prioritizing raw computational throughput should select the AMD RX 9070 due to its massive advantage in FP16 performance. Conversely, the NVIDIA GTX 1080 remains the appropriate choice for those who specifically require a higher base clock speed, as it outperforms the alternative by 21% in that metric. Your final decision should depend on whether your specific workload benefits more from the superior FP16 capabilities or the higher base clock frequency.