We've been tracking prices across hundreds of retailers for much of 2015, and, perhaps unsurprisingly, it's Amazon. This list is a subset showing the realtime prices from dozens of merchants on some popular items.
Walmart is a close second and will regularly outprice Amazon on certain items.