I don&#x27;t think a GPU is significantly faster than a CPU, it&#x27;s just highly parallelized. Many FPGAs are similar, but it&#x27;s hard to generalize that space. FPGAs and ASICs are also usually designed with a specific task in mind and are not suitable for general computing.