Godoc compensate by being more functional. The elixir example is missing links to the source code of the functions/methods etc. Godoc also generates an excerpt with all the functions/methods/types in the package.
ExDoc does not miss links to the source code. (Click on any Module/function and there should be brackets "<>" that point to the source code.) Types are also present in any module that defines them.