Do the energy saving light bulbs really save money on your electric bill and can you tell a difference?

I heard the energy saving light bulbs last longer than the regular light bulbs but a couple of people have told me that they really didn’t notice a difference in their electric bill. I am trying to see if it is worth spending more money for the energy saving light bulbs or just stick with using the regular light bulbs.