I used to be more likely to click a link on Google if the domain name looked more authoritative. So, a lot of those common names with high prices would seem to be valuable for that reason. And, I think Google ranks sites higher if the domain name has the keyword in it.

These days with so much spam, I try to avoid domain names with my search keyword in them.