[bajsejohannes]

I think the answer is that it depends on what exactly you're optimizing for and what the workload is. I no expert either, but some of my predictions would be: DSPs and FPGAs will be great at compute per watt. FPGAs will have the highest initial cost. GPUs might beat FPGAs on floating point performance.