Query Store Settings
In my experience, no it will not drop that 1 time cpu heavy query

It may have an insignificant compile time, but the execution is not insignificant

But if you are interested in a very accurate measurement of total cpu utilization that includes every request, you should not use a Query Store Capture Mode of 'Auto', then it should be 'All'