I would go LED. I do not have any experience however it is evident they are way more efficient.
HPS bulb gives off light 360 degree therefore a lot of light is wasted (reflected light is a lot lower intensity) and a hell of a lot of energy is wasted as heat.
LED gives of < 120 degrees light...