It is definately a dirt bike, but it really isn't designed for deep mud. It's designed to go up and over stuff and to go thru very difficult terrain. Doesn't even have a knobby. It's an Observed Trials bike made by Montesa (which is owned by Honda).
Like I said, the mud wouldn't work, but It could certainly go anywhere else and around all that mud.