Staging environment on subdomain vs. folder on primary domain?

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I typically put lower environments on a subdomain or even different domain, but what about within a folder on the primary domain?

Any major pros or cons? I’d imagine a little more separation than a folder could be good, but with the right handling and resource allocation, I’d wonder if it actually makes a real difference.