A compound semiconductor device including: a substrate; an electron transit layer formed on and above the substrate; and an electron supply layer formed on and above the electron transit layer, wherein a first region or regions having a smaller thermal expansion coefficient than the electron transit layer and a second region or regions having a larger thermal expansion coefficient than the electron transit layer are mixedly present on a surface of the substrate.