The following speed statistics were updated in July 2017, and courtesy of the crowd-sourced journal review website Scirev.
In 2015 Daniel Himmelstein published a great speed comparison blog post based on his in-depth analysis of a range of journals. The image below shows how PeerJ stacks up against other leading journals: