"Isn't the compile speed of Go so good because it's type system is much simpler?"

That, and forgoing fancy compile-time optimization steps which can get arbitrarily expensive. You can recover some of this with profile-guided optimization, but only some and my best guess based on the numbers is that it's not much compared to a more full (but much more expensive) suite of compile-time optimizations.