IMO, the runtime may not be quite as long, but not having to worry about alkaline leakage and being able to just recharge the cells are a big + in my book.
I assume you are talking about the eneloops? The eneloops not only are the best of the best, they also offer a low self discharge which means they hold much more power inbetween charges than normal niMh cells.