The assembly that comes out of GCC is human readable too (the actual assembling occurs via a different program from a different project than GCC). Is GCC a transpiler?
Not sure if trolling. I think most programmers have a sense of what constitutes "roughly the same level of abstraction". Certainly there are gray areas, but such is life.