Assuming you are using the one-click installer, you can build against it using mingw by configuring with the following command:

$ CPPFLAGS=-D_MSC_VER=1200 LIBS=-lmsvcp60 ./configure

Rice includes a number of customizations to allow it to work in this configuration. See [ruby-core:8264] for more details.