The behaviour of argon gas bubbles in the CC machine is described in the present ECSC project involving IRSID-TKS-CSM. Several approaches are combined and compared, namely water and numerical simulations, which show the same trends as observed on products. Process improvements could be defined in relation with the defects linked to argon gas in the tundish nozzles.