We're not technically on a fixie, but we are doing it on single speed bikes.
When attending the orientation, the organizers noted that they will be making the course as flat as possible to account for all different fitness levels, and the gear people will be riding. They indicated there are some people planning on doing the course on unicycles, so I think you/we will be okay...
