One common reason is avoiding defining hard dependencies to versions of your transitive dependencies. In my current Django project I have 19 declared dependencies and 26 transitive dependencies. We have one file for the declared one and then another we generate with pip freeze. This way the transitive dependencies can evolve on their own without us having to keep track of them.

Pipfile looks like a definite improvement over the pip install, pip freeze workflow.