The River Trail is much more forested which provides plenty of shade and fewer maginificent views. This trail also seems to be more crowded which is another drawback. You get the growing sense that you are returning to civilization.
But you're not there yet. Sure, you can see headlights at night from the cars heading down into Reds Meadow, but nature is still all around you.