Well, he would compress chakra into the clay. He did so at increasing densities, c1, c2, etc. The more dense, the bigger the explosion. He had a key word that escapes me at the moment.
But if it's the same cause, I'd say there is a super concentrated, fairly unstable point of chakra in the fireball. Like those little white poppers that explode when you throw them at the ground.