Muelleria terrestris has linear-elliptic valves with a larger central area, but without a central gibbous margin. Muelleria agnellus is larger and lacks a central gibbous margin. Muelleria tetonensis is larger and linear-elliptic with parallel margins. Muelleria spauldingiae is greater than 10 µm wide and lacks a central gibbous margin.