A number of game developers have pulled their games out of the gamecube stock, and the other big names (EA for one) have cut down their allocated games for the system as well.

Its the same reason the Dreamcast failed, the lack of third party support. Most of the Dreamcast titles were developed by Sega, and its subsidiaries.

The same is slowly happening to the Gamecube.