Well from my experience with Jeeps, reliable isn't exactly a word I would use to describe them. Fun, tough, capable, sure, but reliable, no way. Maybe an old Land Cruiser.
As for issues with "keeping them tuned" etc, remember, you're talking about going out into the middle of nowhere. Do you...