The OP isn't planning on doing that task with this potential project, so that's not a concern for him.
I own a similar machine to the OP's. I clear snow from my driveway and my neighbor's driveway. Mine's 150'. His is about 200'. I don't think, even in the worst weather with 18" of snow, I've ever spent more than an hour doing both of our drives.
Typically, with 4-6" of snow, it takes me about 10-15 minutes to do both drives. Just three passes and I'm done.
What I'd be more concerned about is that with this type of machine being all hydraulic, is that I have to start it up and let it run at about 1/3 throttle for about 10 minutes before the hydraulics get warmed up enough to work well when the temps are below about 35F. That would cause some serious battery draw if it were an electric machine. It could be easily mitigated with an in-tank 110v warming element in the 10 gallon reservoir and a moving quilt for insulation.