different LED's require different voltages, Red being the brightest with the least (something to do with the band gap, wavelengths and things I never understood)
White for example will light dimly from a 3v cell coin, but a Red will shine really brightly... so if you used a white led, combine it with a voltage drop 3.3v, you're at the limit's a 5v would be better that's all.