One problem with Valgrind is that the thing you're debugging should have been tested with Valgrind from the start, otherwise you're just going to be flooded with false triggers.

Now imagine that you're developing a new application and you want to use some library, and it hasn't been tested with valgrind and generates tons of false messages. Should you then use it? Or look for an alternative library?