Ti voglio bene places emphasis on the tender feelings you have for the other person, without any sexual or deeply romantic undertones. It is used a lot towards family members.
A good phrase that juxtaposes the two expressions is ti voglio bene ma non ti amo.The implication is that although you are fond of the person in question, you wouldn’t want to be in a relationship with them.