But that's my point: You can't benchmark your way out of an overcommit scenario. It won't fail until it does.

You could test (or run in production) for a month, and every day things work fine. Then for whatever reason (extra sales, internal policy changing, other customers' work profiles increase) you end up CPU starved.

Without a commit/guarantee, "Past performance is not an indication of future results."