we just switched 1/3rd of our infrastructure off our existing host (engineyard, which uses AWS) onto raw AWS and saved about $2500/month. You can do it too!
I've been around a few companies migrating from EY/Heroku -> AWS and the cost effectiveness is always astonishing. In addition you gain full control over your architecture, which is a major plus.