Competition in the form of research proposals can seem like a reasonable, fair and efficient process to determine which scientists and projects to allocate funding to. In fact, the way funding competitions are structured is inefficient, unfair, and promotes conformism, argue Gerald Schweiger, Adrian Barnett and Stijn Conix. Allocating funding through lottery processes could lead to better science than the current model.