What kind of stability it provides to each and every celestial body that each one them are round in shape?
The gravitational is radial only. That means if you tried a different shape then you would have regions, like hills, where a change in the angle would experience a much less attraction towards the center. This region would, over time, be attracted to a different angle with a greater force of attraction. Or spherical. This results in a spherical-like shape.