This paper reports on the thermal behavior of GaN-based laser diode (LD) package as functions of cooling systems, die attaching materials, and chip loading conditions. Thermal resistance and junction temperature was determined by electrical-thermal transient method. Significant change of thermal resistance with input current was observed under natural cooling condition due to the sensitive change of heat transfer coefficient (h) with temperature. Employment of PbSn as a die attachment was more advantageous over Ag-paste in thermal behavior of LD package. Compare the thermal resistance of LD packages epidown and epi-up structures. The partial thermal resistance from junction to submount is 4.68 K/W for epidown structure, and 9.65 K/W to epi-up structure. The results demonstrate that the total thermal resistance of LD package be controlled mainly by the packaging design rather than the chip structure itself.1 Introduction GaN-based blue laser diode (LD) is of significant importance for the applications such as optical data storage and communication system. It is well documented that the performances of LD products can be improved with higher laser power [1, 2]. However, high power operation leads to high junction temperature. High junction temperature degrades the optical performance, thus causes potential device failure and reliability problem [3,4]. Therefore, accurate and reliable characterization of thermal behavior is very important for the development of LD packages with a long-life time. The thermal resistance in the most useful indicator of thermal performance of LD package. The thermal resistance is defined as the ratio between the temperature difference between the junction and the ambient and dissipated power [5]. The thermal resistance is a direct indicator how much heat is generated under certain input power in the p-n junction, and it becomes a prime interest to package designers of high power GaN-based LD.In this paper thermal analysis was performed for different cooling system and structures of GaN LD packages. Thermal transient technique was employed for the investigation of thermal behavior. Thermal resistance was measured under forced cooling system and natural cooling system for samples with epi-up and epi-down structures. Thermal analysis was performed as a function of submount materials as well. The thermal resistance represents the contribution from each different layers of heat transfer path in LD structure. By this way, we investigated the thermal behavior as functions of input current and package structure of GaN-based LD package.