Question: is a 2x4 stronger on its side?
Answer: Re: 2x4 stronger: on edge vs flat 2xs are always stronger on edge, consider how a header is constructed. Obviously it's easier to drill thru the flat side. You might consider using both flat and on edge - connected together.