Minecraft wiki entry for spreadplayers, associated text: The /spreadplayers command does not have a uniform distribution over the surface. It has a Gaussian distribution as the positions closer to the position set in the command have a higher chance of having an entity on them. This effect is very subtle and is not visible for short radius but can be a problem if you want a uniform random generation. This problem does not occur for the @r selector and dispensers.