Any alternatives we give up when we make a choice are called

The correct answer is:

Trade off

The term Trade off in economics, is expressed as an oportunity cost, which means is the most preferred possible alternative. Trade off is the option we sacrifice, to obtain a product, good or service. On the other hand opportunity cost is the cost of the second best alternative given up to make a choice.