The AMD RX 5700 is the objective winner of this comparison, securing five category wins against the four held by the NVIDIA GTX 1080. The most significant technical advantage belongs to the AMD RX 5700, which demonstrates a 11257% improvement in FP16 performance compared to its competitor. While the NVIDIA GTX 1080 maintains a lead in FP32 performance, the sheer scale of the advantage held by the AMD RX 5700 in half-precision operations makes it the superior choice based on the provided specifications.

Users prioritizing high-efficiency half-precision tasks should select the AMD RX 5700 to leverage its massive advantage in that specific area. Conversely, those who require the highest possible FP32 performance should opt for the NVIDIA GTX 1080, as it holds a 12% lead in that metric. Choosing between these two components depends entirely on whether your specific workload relies more heavily on the superior FP16 capabilities of the AMD RX 5700 or the FP32 performance of the NVIDIA GTX 1080.