I don't see anything odd in the diagram unless you don't count the puffed-up Jupiters and the super-dense HD 149026 b, whose origins are not yet explained. The seemingly exponential curve hardly means anything.

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Science is a way of trying not to fool yourself. The first principle is that you must not fool yourself, and you are the easiest person to fool.
-- Richard Feynman