Ten-time world champion Kaori Icho suffered her first loss in 13 years on Friday, going down to Mongolian Orkhon Purevdorj in the final of the women's 58-kg category at the Golden Grand Prix Ivan Yarygin in Krasnoyarsk, Russia.