► Novel processes to prepare rice pasta with satisfactory properties were compared. ► Cooking quality of rice pasta relate to structural features of starch and proteins. ► Amylopectin structure was most sensitive to treatments used for production of rice pasta. ► Parboiling affected rice protein reticulation to a lesser extent than extrusion-cooking. ► Process-related structural changes had an impact on the glycaemic index of rice pasta.