My experience of working for agencies is they want to pay a fixed price and will laugh you out of the agency at the idea of paying hourly. They don't want risk; they want you to take the risk for their project specification ('cause they've already quoted the client, so you'd better cost less than they quoted...)
What kind of middle men are these who pay per hour?
Or are you talking about contracting, not freelancing?