This work presents an investigation, both experimentally and numerically, of the similarity of the periodic dynamic behavior of buoyant jet-flames. A single buoyant jet-flame exhibits two well-known types of dynamic behavior, namely, axisymmetric (varicose mode) and asymmetric (sinuous mode) motions, whereas the interaction of two adjacent buoyant flames (twin flames) create an axisymmetric (in-phase mode) and asymmetric (anti-phase mode) motions. Aside from identifying any similarity in the dynamics of the jet-flame systems, this study also aims to provide a proper interpretation for the mode transition of the single buoyant jetflame, which is generally difficult to control. The thermal boundary layer surrounded by the jet flame was visualized through optical imaging and a three-dimensional numerical prediction. Frequency analysis was executed to determine a global parameter to properly describe the observed dynamic motion and mode transition. Moreover, the critical Reynolds number was discussed as an ideal candidate for characterizing the mode transition having the sinuous meandering behavior for the single-flame and twin-flame systems.