I never did a thorough benchmark but I was working with a poorly indexed DB (actually...no indexes) that had millions of records and despite the lack of indices the database still queried quickly.
Read speeds are pretty good but write speeds not so much. For our particular use case 99.99% of queries ran would have been inserts with reports only generated once per month.
