I buy whichever is cheapest. Some pedals are cheaper second hand and others are cheaper new. The stuff on long waiting lists is all new, but the stuff you can get right away always second hand. There are some great bargains in second hand pedals and money in flipping long waiting list ones.
You'd be surprised if your timing is right or it's a specific pedal you'll either pay virtually nothing or have to take out a mortgage.