Provided is a sputtering target with low generation of particles having a target surface in which intermetallic compounds, oxides, carbides, carbonitrides and other substances without ductility exist in a highly ductile matrix phase at a volume ratio of 1 to 50%, wherein a center-line average surface roughness Ra is 0.1 μm or less, a ten-point average roughness Rz is 0.4 μm or less, a distance between local peaks (roughness motif) AR is 120 μm or less, and an average length of waviness motif AW is 1500 μm or more. Provided are a sputtering target wherein the generation of nodules and particles upon sputtering can be prevented or inhibited by improving the target surface, which contains large amounts of substances without ductility; and a surface processing method thereof.