The invention discloses a stainless steel abrasive cutting wheel. The stainless steel abrasive cutting wheel is characterized in that abrasive cutting wheel raw materials comprise mixed abrasive particles, filler, a pore-forming material, resin and a reinforcing material; the mixed abrasive particles comprise black silicon carbide, monocrystalline fused alumina, brown fused alumina, brown fused alumina-cerium oxide core/shell composite abrasive particles and hercynite; the filler comprises zeolite and silicon carbide micro powder; the resin refers to phenolic resin modified by cardanol; and the reinforcing material refers to a glass fiber mesh containing graphite. The stainless steel abrasive cutting wheel has the advantages that first, the abrasive tool porosity is large and chips can be contained conveniently; second, the temperature of a grinding area is low and workpiece burning can be avoided; third, by the adoption of the chemico-mechanical polishing principle of cerium oxide, the microcosmic condition of a cut-processing surface is improved, and the roughness is lowered; fourth, due to the fact that different kinds of abrasive particles at different hardness are matched in the mixed abrasive particles, cutting efficiency is high; fifth, the cutting tool edge is narrow, the cutting surface is flat, and expensive cut materials are saved; sixth, by designing a grinding layer and a non-grinding layer, cost is reduced; and seventh, no fluoride is contained, and environmental pollution is reduced.