Nitrox is not needed in recreational diving. The cost of the class, the extra cost for fills etc... does not outweight the benefits.
Nitrox has no purpose in shallow water or deepwater diving.
The usually available mixes of 30 - 36% are mainly for use and safe for use in the 60 - 100 foot range. The most frequently sited benefit of extended bottom time does not come into play for most because it will put you into decompression diving which is outside of recreational guidelines. It has little use for single dives or for someone doing two dives per day.
If you're going to to alot of diving in the 60 - 100 foot range and they will be mulitple dives 3, 4 or 5 on the same day or over the course of extended days of diving, then Nitrox will be of some benefit.
Some people report feeling better after diving because of the higher percentage of 02 in the body. I have sought out this "better feeling" and can not find it. While I am Nitrox certified, I have not bothered to use it since 1999.
If you're ready willing and able to begin doing decompression diving, then you can greatly extend bottom times in the 60-100 foot range. It then becomes a matter of just how long before you run out of air. In these cases you usually run out of air before you get the maximum benefit of the Nitrox.. unless you go to double cylinders.
I know many that dive it and dive nothing else... then there are those like me that say it is another dive industry scam to take more of you rmoney... the decision in the end is yours.