Yes, there is a difference between caulking and silicone, and there are ideal times to choose each sealant. Before you start ...

When crack sealing ... repeated cycles of expansion and contraction with temperature changes, and that will not, at ambient temperatures, flow from the joint or be picked up by vehicle tires.