From what I can tell, you still need to think of it in terms of hardware, as the prices are based on instance sizes.

A true serverless solution, is for me something that takes care of this automatically by autoscaling / sharding. I should just have to point my database connection to an URL and it would not require any thoughts on my side. If I suddenly get a peek during Black Friday it should just handle it transparently.