In all my years in Bangkok I learned not to bother with parked taxis always flag down a moving one.
Exception maybe busy taxi "ranks" where the taxis are taken so quickly that they are basically in a moving line. Chatuchuck/Mo Chit BTS going north in rush hour is an example of this.