Comment by marcinzm

>The latter depends very strongly on how much computation is needed to compute those embedding vectors.

Sure but the gzip metrics are worse than FastText which computes the embeddings in essentially no time. Tokenize, lookup embeddings by token id, and then do some averaging. So compared to that the gzip approach is very slow.