Netradio

I notice an awful lot of folks are using Last.fm, and I'm wondering if there's something I'm missing about it that makes it cooler than pandora? Because not only does pandora get my my jams, it uses the word "headnodic" in it's descriptions of why it picked me something. Why is Last becoming the radio of choice for so many?