Melting points are complicated. Molecules that pack together well into solid crystals make better solids, and so have higher MPs. A straight chain can pack pretty well. Think of pasta in a box, all lined up. However, and nice, round molecule like neopentane can pack pretty well too. Irregular shapes tend to pack less well.
This is a messy, complicated business, and my feeling is that you shouldn't devote a lot of time and energy worrying about it.