Great comment and examples. The CPU's are optimized to try to do everything kind of fast a step at a time within specific constraints, often legacy. The FPGA's let us build just the right hardware for our computations using components that run in parallel with fewer constraints. The result is often some amazing performance/circuitry ratios.