The main object of the present invention is to provide an inorganic nanoparticle being a skutterudite compound, expected to realize the quantum effect, and a method for producing the same.The object of the present invention is achieved by providing an inorganic nanoparticle being a skutterudite compound, having the average particle size in a range of 2 nm to 100 nm.