If you plan to ride off road sometimes, then light sport/road bike would probabl not be the optimal choise. Instead, a mountain bike, that is one of the most durable.
Hybrid is carring this name because it has features from different stles of bikes.
I believe you would know exactly what you want, after you try different bikes at the shop.
Good luck, sir.!