This is impossible to even ballpark without some insider info. My company for example runs a ton of user facing services on AWS, but the vast majority of costs

This is impossible to even ballpark without some insider info. My company for example runs a ton of user facing services on AWS, but the vast majority of costs come from internal data storage and processing pipelines (server logs, analytics, BI/SI dashboards).