The key improvement to accelerate CVTree's speed consists in avoiding repeated calculations among all jobs submitted after a major update of the database. All intermediate results of raw and renormalized CVs are kept until a major change taking place in the database. The response to a new submission may be deceptively fast if one's genome list coincides largely with that of a previous job.