A cotton cultivar, designated 06W650F, is disclosed. The invention relates to the seeds of cotton cultivar 06W650F, to the plants of cotton 06W650F and to methods for producing a cotton plant produced by crossing the cultivar 06W650F with itself or another cotton variety. The invention further relates to hybrid cotton seeds and plants produced by crossing the cultivar 06W650F with another cotton cultivar.