I wonder where the bottleneck was. Right below that result they have the performance plot that shows how it used up almost no CPU or network bandwidth. I'd expect S3 to be faster than this?

FWIW, I've been playing with parquet and Kudu lately and on a reasonably sized single machine you can run similar queries on similar scale data in <5 seconds.