Amazon absolutely can survive a DDOS attack. But can your wallet? AWS published a white paper on how to survive a DDOS on AWS that amounted to "out scale the attack." Doing that could very well be a business ending proposal right there.
Sure, your website never went down, but now you have an infrastructure bill you'll have do do another round of funding just to pay off.