No, Rice milk is a rice-based liquid used as an alternative to dairy milk and has a sweet taste and light runny texture. It is often added to smoothies for its naturally sweet taste.  Horchata, on the other hand, is a rice or rice milk-based Mexican beverage that may or may not have alcohol in it. It is usually served cold and infuses several other spices and flavorants forming a thick and creamy beverage.