Well, SLS *is* the bigger rocket. It's the Space Shuttle, with two extra engines, and the flying brick on the side removed.
SLS doesn't buck the modern trend of two stages plus the odd SRB. Staging may have some benefits, but it comes with costs to consider beyond the launch pad. Add a stage...