I bumped the memory limit from 256MB to 1GB. 2GB is the maximum on cloudrun. You pay a combination of CPU/Memory per request obviously. Beyond that, it scales by firing up more containers as your request load increases to a default maximum of 1000 (we set it at 2).

Obviously don't use this if you have a lot of cpu/memory requirements but otherwise this should be fine for a well crafted stateless server.

Startup is fine with both ktor and spring-boot but obviously takes a bit of time. I noticed there's startup overhead if your container gets shut down because there is no traffic. In that case, it takes around 30 seconds for the first request to go through. That includes everything from booting the container and then starting the process. I imagine simply pinging the server regularly should keep it running. Alternatively, you can configure a minimum amount of servers.