I have made this argument far too much but here goes...
You are thinking of conceptual theories, evolution is a scientific theory, in other words evolution is based on testable observable observations, not just a hypothesis. That is why it is called the theory of evolution and not the hypothesis of evolution.
I didn't go into great detail but there is a great off topic post by Britton on this, just put #dropsomeintrigue and you'll find his posts