What is the difference between pre runner and tacoma double cab?

You are asking about 2 different things. A double cab is describing the type of cab such as regular cab and access cab describe their cabs. PreRunner is a 2wd Tacoma that has the look and suspension of a 4wd. You can get a PreRunner in an Access cab as well.