I've used both. fastText will openly tell you that it's basically Vowpal Wabbit but faster (hence the name), with a way to stick word embeddings in without pre-

I've used both. fastText will openly tell you that it's basically Vowpal Wabbit but faster (hence the name), with a way to stick word embeddings in without pre-processing, and with fewer ways to shoot yourself in the foot.