I use them all -- cock, dick, prick, weiner, schlong, etc. Whatever sounds naughtiest at the time depending on the context. (And maybe some alliteration.)
In non-bedroom usage, I call it a dick. People say dick sounds small and cock sounds more "manly" but cock is also American and I try to avoid Americanisms since I am not American.