The difference in taste lies in whether you’ve cooked a hard shell or soft shell lobster. Hardshell lobsters will have a tougher texture and a fishier taste. Softshell lobsters have sweeter meat. But they’re both delicious! Be aware that hard shell lobster will have a higher meat-to-shell ratio than soft shell lobster.