A reliable measure of the degree of hotness or coldness of a body is
Color
Fumes coming from the body
Temperature
All of these
Temperature gives a reliable measure of hotness or coldness of a body. Thermometer is the device used to measure temperature.
Our sense of touch is reliable to measure hotness or coldness of a body.