Unpopular opinion: If you use k8s mostly for scaling, you're using it for the wrong reasons.

Also the numbers are still irrelevant for the server because if you do 500k orders a month you owe it to the users to respond faster than 1s and also be highly available (just take 3 servers somewhere idc about anything else)