GPU is not running when feature quality ultra

Is there evidence to show that feature extraction is actually any better using CPU than GPU? The comparisons that I’ve seen have had less variability in accuracy between CPU-GPU than there was between CPU-CPU or GPU-GPU suggesting there is no real difference.