We show that the diverse dynamic responses of viscosity of the supercooled liquid near the glass transition temperature can be inherited to glassy state and expressed in the discrepancy of stress relaxation, demonstrating a structural heterogeneous basis for fragility. The metallic glasses with diverse dynamics and structural heterogeneities manifesting in different densities and distributions of flow units can be classified and characterized in terms of a parameter n, which can be readily determined through stress relaxation method and is comparable to the kinetic fragility m of the supercooled liquid. The parameter can classify diverse metallic glasses and also benefits for understanding the correlation between the structural and dynamical heterogeneities of the metallic glasses.Glassy state with unique and fascinating mechanical, dynamic and thermodynamic properties, which can be achieved by quenching from highly viscous liquid [1−4], is a universal property of condensed matter that lose its ability to flow. One of the most confusing issues in the glasses is that the viscosity ( η) of a glass-forming liquid can vary by several orders of magnitude in a narrow temperature range near the glass transition temperature (T g ) [5]. Based on the various responses of viscosity η to temperature, the kinetic fragility m is defined in terms of the shear viscosity η as [6−7]:The m, which is an index to characterize how fast the viscosity of glass-forming liquid increases with decreasing temperature while temperature (T) approaching T g , directly relates to the slowing down of the dynamics of the glass-forming liquids [6]. According to the concept of fragility, the glass-forming liquids can be roughly classified into two groups: strong and fragile liquids [6]. This classification attempts to construct a relation between the macroscopic transport property close to T g and the dynamics of glassy systems. After decades of researches, it has been found that the fragility can be traced back to dynamic and structural heterogeneities, topographic differences of the Institute of Physics, Chinese Academy of Sciences, Beijing 100190, China * Corresponding author (email: hybai@iphy.ac.cn) energy landscape [7,8]. Some features and physical properties of the glass-forming liquids or the resultant glasses can also be correlated to the kinetic fragility, such as the temperature behavior of the shear elastic modulus [9], the specific heat jump at T g [10,11], Poisson's ratio [12], the glass-forming ability [13], and the vibrational properties of glasses far below T g [14]. Compared with other glasses such as polymer and oxide glasses, the supercooled liquid region of the metallic alloys is narrow and lack of thermal stability [15,16], the value of kinetic fragility m of the metallic glass-forming liquids is hard to be accurately detected, and only few compositions have the accurate values of fragility. Therefore, it is useful and important to find an accurate parameter to classify the metallic glasses far below T g .Recently, both comput...