I’m trying to describe the difference between purslane and another garden weed that grows near it that is not succulent but looks very similar to purslane . Do you know what it is? Update: It is Amaranthus blitoides (mat amaranth; prostrate pigweed). It is NOT prostrate spurge (Euphorbia maculata) which is toxic (skin rash and more).