My boyfriend of 4 months realized that he was only infatuated after all this time.

Last week, I confronted my boyfriend about him being confusing and giving mixed signals recently, and that I just wanted his consistency and assurace. As a reply, he told he how he can’t match the level of affection that I give me. I told him that it’s okay if he can’t match my level of affection, the fact that he likes me is enough for me. I asked him if he still wanted to try, but he said that he can’t do it anymore and if he’ll only continue to pretend, I’d be the one to get hurt even more. I asked him when he realized this, and he said that after a lot of thinking, he realized that this was his feeling all along, that his feelings weren’t that deep and thaf he just needed something to make him realize. He still has feelings left but he just can’t make himself like me the way I like him. I still want to make everything work knowing that he still has feelings left for me but I don’t know if it’s too late for that. Should I tell him to think it over again and to try again? Or should I just let him go?