Depends? Do you plan on using the bike for other purposes besides road cycling? Do you walk as well on your rides?

I have Shimano 520 SPD on my Schwinn Peloton and they work fine and the bonus is I can get off and walk if needed. I have Ultegra pedals on my carbon road bike and although lighter, I do not notice much of a difference.