It’s truly a matter of personal preference. The difference in taste is marginal at best, though there are specific considerations regarding prep time. You can obviously begin preparing a fresh turkey the moment you get home from the store, whereas a frozen turkey takes about 3–4 days to fully thaw in the fridge. Plan accordingly.