Seeing images taken and uploaded from a nicer phone (e.g. iPhone 4s/5 or nice Android) and then viewing them on a non-retina device is really unfortunate. Instagram compresses images to serve up non-retina/high-density phones faster and the differences between the image quality is pretty drastic. I think the web images are probably the same as the retina/highdpi phones.