Could you create a glass shape as strong as the drop, but without the easy to break tail?
My reasoning is that the tail is formed because the molten glass is dropped into the water, hence forming the tail. So if you could have a sphere and cool it down from all sides simultaneously then it should form a sphere based version.
Of course there's also a chance of explosion.