The statistics of neutron slowing down are studied with a ‘small jump model,’ which is shown to be still surprisingly accurate when applied to slowing down by light nuclei. The same model is used to elucidate the consequences of a traditional carelessness in reactor physics textbooks about the number of collisions necessary to slow down, as recently pointed out by Ruby.