Recently, in an attempt to limit the growing energy demand in modern societies, it has been provided new guidelines in relation to the efficiency levels for electric motors. From them, different efficiency categories have been defined, which determine the limits for Standard Efficiency, High Efficiency, Premium Efficiency and Super Premium Efficiency motors. Most countries, consequently, have established restrictions to the use of low efficiency motors. Given that a little mistake in the process of the motor efficiency measurement could cause an incorrect classification, the standards to establish the electrical machines test procedures have been revised. Each standard, meanwhile, provide different test procedures. Each one allows calculating with more o less accuracy the motor efficiency, according to several available tools like dynamometer bench, torque sensor, windings temperature measurement, and others. This paper presents a comparison of some of the most commonly used standards for electrical motors efficiency measurement. The comparison is carried out using as reference the so-called direct method which consists in directly measuring the input and output power of the motor, with a strict control of the laboratory's ambient temperature and the engine power conditions. Comparisons allow conclusions regarding the probable errors in the application of each standard.