Graphics: Gamecube vs. Xbox vs. PS2 vs. Dreamcast

[novasonic]

If you want to compare pure horsepower, it goes Xbox > GameCube > PlayStation 2 > DreamCast. How good the games end up looking really depends on developer talent though.