Gryaznoye () is a rural locality (a selo) in Prokhorovsky District, Belgorod Oblast, Russia. The population was 179 as of 2010. There are 2 streets.
Gryaznoye is located 25 km southwest of Prokhorovka (the district's administrative centre) by road. Malye Mayachki is the nearest rural locality.