There are 3 reasons:
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The time to kill increased and it is thankful that you don’t get snipe the siege for being 2 seconds without looking.
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Bombard is also anti-building, so you can push much more easily (including trebuchets in other cases).
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Aesthetically it is less crappy, although the physics can be further improved and operators can be added to the siege.