I use Zola (https://github.com/getzola/zola) - pretty fast and I was able to customize a few things as well.
With Zola you just download the same version of the binary you used last time (or even commit said binary to the repo alongside the files) and you're on your way.
It fits in well with the general static site ethos of minimalism and constancy.