There is no fastest download Youtube application because although many apps advertise themselves as the fastest ones, the speed of downloading has nothing to do with the software at all. The speed of the download depends entirely on the connection of your Internet. If your Internet speed is slow (to a matter of a few KB/s) then the downloading process will be slow as well and no application would help.