Do you think it's better for him to stay with someone that isn't attracted to him? One day he will know. Ans then how will he feel knowing you felt that way about him?

Break up.

Just tell him "i'm not happy. I like you a lot as a person, you are truly a great person, but i can sense, feel deep down this isn't the right fit for me. I truly wish you well"