I asked this same question. The advice I was given was if I was going to use the same headlights then I should replace the parking lights with Malibu 18 watt outdoor bulbs. You can get them at Home DePot. They are brighter than the 3 watts we have in there and they match the brightness of the stock headlights.

I did this and it worked out great.