From my experience analysing similar sized datasets, it really comes down to the structure of the query and dataset. If you nail your dist keys and your queries don&#x27;t have many large joins, it&#x27;s incredibly quick. If your dist keys aren&#x27;t great and you have many joins, it will take a long long time.