Putty is generally associated with, for and as a wood filler.
Putty coat is a plaster product and as a mixed product can be used in many patching applications.
Drywall compounds, both dry,(longer shelf life) and premixed can successfully be used in patching drywall, plaster as well as many other cementatious products.