The difference between prokaryotic and eukaryotic cells lies primarily in their structure. Prokaryotic cells, like bacteria, lack a defined nucleus and membrane-bound organelles, whereas eukaryotic cells, found in plants, animals, and fungi, have a nucleus that contains their genetic material and various organelles. This distinction affects cellular complexity, function, and overall organization, impacting many biological processes.