Fat bikes are far more versatile than just snow and sand, but not really suited for prolonged road use.
Although a few road miles on a fat bike won't make it turn into pumpkin.
If the OP fancies a fat bike, why not?
The Queen song should always be borne in mind: "I like to ride my bike, I...