Question: what episode does peach die?
Answer: At the end of episode 5 of Lifetime's YOU — which is based on the 2014 book by Caroline Kepnes — Joe (played by Penn Badgley) learned that his murder attempt had failed: He'd hit Peach (Shay Mitchell) over the head with a rock, but she survived.