Unless CloudFlare cables are somehow shinier than the rest of the internet’s, adding one hop almost certainly adds latency. More hops more time.
In some instances where the original server was closer than CF’s edge, I measured increased time even for cached content, effectively making CF slower for every request by that specific user.