If science were ever restricted to observation, experimental demonstration, and evidence, some cosmologists left that reservation far behind long ago. Being smart does not preclude going nutty.
They were our physical and intellectual equals. What's the difference? The label "Neanderthal" becomes a kind of historical racism against a group of true human beings.