How much difference does it make to run ssh on a different port number?

[Tarapia Tapioco <comesefosse@ntani.firenze.linux.it>]

Occasionally people recommend running sshd on a different port number
(not 22) to reduce the number of cracking attempts (dictionary
attacks).

Does this really make a big difference?
Anyone have any statistics on it?

Thanks.