There's a pretty huge dichotomy between consoles and PC right now. I find those who bemoan that lack of games tend to refer to the former. It's become much better due to arcade/PSN titles, but consoles still tend to suffer from the 'we have all types of games - first person shooty/stabbers and third person shooty/stabbers' syndrome.

Go to Steam, search for any genre whatsoever that you're interested in, look at player reviews, and find out why some people think there are no games and why others think we're currently in an unprecedented golden age of gaming. Alternatively, which genres do you like?