Full mask sets for leading edge nodes cost tens of millions these days, and it takes months from committing to the design to actually getting the silicon in hand.
Companies that design CPUs today commonly simulate the designs on massive server farms to find bugs before they commit to building masks. Running purely on CPU, such simulations of leading edge chips struggle to reach 1kHz, which is a problem given how long it takes to just boot an operating system these days. (And this is at full scale-out -- dedicating sufficient compute to the problem that it no longer gets faster if you use more, due to communication latencies.)
Because of this, it is now common to use FPGAs to emulate better understood parts of the circuits, to get better speeds and do more validation work in software before committing to the masks. This can get them up to a MHz.