At least ASan and Ubsan from clang are supposed to work on Windows, with some limitations. These can be used with msvc toolchains using clang-cl as a drop-in replacement for cl.exe - google seems to be working on this, mozilla  too.
Issues that I am aware of (and that keeped me from using it myself until now):
- linking with the required libraries is not automatic. There are two versions of them, depending on how the CRT is linked in your application ( /MT means static CRT, /MD means dynamic CRT, the latter is typically used in Qt). To find the required linker parameters, open Visual Studio command prompt, add clang bin folder to the path, and compile a simple main.cpp (empty main function) with verbose options with clang-cl like this:
- clang-cl -v /MD -fsanitize=address main.cppThe required link.exe command is in the end of verbose output, extract the required libs for linking from there.
 
- only release builds are supported on Windows 
- no support for exceptions on Windows ( see this issue) 
- there doesn't seem to be much further work on the Windows port, the wiki e.g. is terribly outdated (last change in 2015), so I doubt that many people are using this productively. So getting help from other users online might be quite hard ... 
Talking about other alternatives on Windows, there are:
Sanitizers and Valgrind on Linux IMO are much more advanced and/or have much better performance than these tools, so keeping an application building on Linux seems the best idea, at least when working with a cross-platform toolkit like Qt (as you are mentioning).