https://www.washingtonpost.com/business/2018/10/06/less-than-percent-rapes-lead-felony-convictions-least-percent-victims-face-emotional-physical-consequences/

This one contradicts what he is saying but is still staggeringly low.

Although it does have a lot of assumptions and it looks like it combines female and male victims.