This is not meant to be a criticism of AWS, I’m an AWS true believer, but the main purpose of going to AWS is to make the “undifferentiated heavy lifting” someone else’s problem not to save money.
Going to AWS to save money on resources is about like going to the Apple Store to buy a cheap laptop.