2016 State of DevOps Report [pdf]
puppet.com
puppet.com
(This whole calculation seems rather forced; IMHO they should use matching number of deployments and change failure rates rather than averages for both. I can't believe a high performing IT operation would accept a change failure rate of 7.5% when doing multiple deployments per day, at least not if each failure leads to an actual outage).