A new and distinct cultivar of Lavender plant named `Cocpur`, characterized by its compact, upright, outwardly spreading and mounded plant habit; freely branching habit, dense and bushy plant form; early flowering habit; and dark purple-colored flowers with purple-colored terminal flower bracts.