A larger base size makes it easier to ram and board, and is a larger ordnance target, but that's it.
Ships with 1-10 HP can be on small bases, and ships with 11+ HP or 3+ shields must be on large bases. Smaller capital ships can be mounted on a big base, but there's no reason to except for the above.