What are the requirements for fast compilation?

Unfortunately this is a regression yes. Specifically what was described here: Compilation time evolution in cmdstan

Windows was hit the most by this regression. I was able to replicate your times more or less on a notebook. There is not much you can do right now, unless you are willing to try the develop cmdstan version.