Which of the following statements describes variable costs?

Costs that vary on a per$-$unit basis as the level of activity changes

Costs that vary in total in direct proportion to changes in the level of activity

Costs that remain the same in total dollar amount as the level of activity changes

Costs that vary on a per$-$unit basis, but remain the same in total as the level of activity changes