Heehee~ I, like lots of everyone who post already, sing better in Japanese :3
Maybe it's the sounds? Ano... Like, "akai" is a prettier word than the harsh sound "red" :)
Plus, I just have more fun a lot of the time singing Japanese, lol :D
More enjoyable means more quality, maybe!