Beetle or cockroach?

Just the other day in class we did a dictation on the first few lines of Kafka's The metamorphosis. Some students said Gregor Samsa found himself transformed into a (gigantic) cockroach, others said it was a beetle. I think the latter is more likely. Vladimir Nabokov gave a lecture on this story, and he draw this insect. Which looks to me like a beetle.