Yes - though you can modify the rate on your quote for each event. The hourly rate gives hosts an idea of whether you sit in their budget for a booking. It can also be helpful to describe other configurations of your band in the description section (i.e. "I can provide piano accompaniment for an extra $100/ hour).
For more information, see Negotiating Rate and Quoting