A new and distinct cultivar of New Guinea Impatiens plant named 'Visinflipu', characterized by its rounded and upright plant form; vigorous and freely branching growth habit; bushy appearance; dark green-colored foliage; freely flowering habit with flowers held above and beyond the foliage; and large red purple-colored flowers.