It doesnt scale vertically either. Postgres is single-threaded meaning it can't make use of multiple CPU cores on the same machine. There have been some slow improvements to this and 9.6 seems to hint at some parallel aggregation changes but overall Postgres is strong in features but weak in scaling (in any direction).