If I had a large query set to run on each vendor I'd be more likely to hit compatibility issues which could mean fewer benchmarks going out. As it is I spend a lot of time getting hardware and software vendors together for these benchmarks.
If caches were being hit I'd expect a lot more DBs hitting single millisecond times in my benchmarks but as far as I can see, there is a clear delta between the various setups I've tested: