What does 'Trade off against' mean?

This refers to the fact that there is often a compromise regarding the benefits and the costs of certain outcomes. Sometimes there is a need to compromise, and to understand that there is a cost to most beneficial things. The US Congress has brought this concept to the level of art. Much of great art is static. Trade off could be seen as a basic concept of "cost-benefit" analysis.