The invention belongs to the field of welding materials, and relates to a stainless steel welding wire material, in particular to an anti-cracking stainless steel welding wire and a preparation methodof the anti-cracking stainless steel welding wire. The welding wire is composed of a sheath and a flux core. The flux core is prepared from, by mass, 5-10% of SiO2, 3-8 parts of rare earth fluoride,1-5% of attapulgite clay, 3-8% of calcium oxalate, 10-15% of alloy powder, 5-8% of chromium metal, 5-10% of ferromanganese iron, 1-3% of molybdenum powder, 3-5% of potassium carbonate, 5-12% of alkalimetal oxide, 2-9% of titanate and the balance iron, wherein the sum of the mass percents of the components is 100%. According to the anti-cracking stainless steel welding wire and the preparation method of the anti-cracking stainless steel welding wire, the welding wire has the excellent mechanical properties such as excellent welding technological performance, good toughness and high strength, and is remarkable in anti-cracking effect; electric arc is stable, splashing is small, deslagging is easy, forming is meticulous and attractive, and full-position welding can be achieved; and the preparation method is simple, low in cost, high in efficiency, environmentally friendly, free of pollution and capable of achieving large-scale production.