Analyzing gravity currents and stratified flows thoroughly is a time-consuming task, particularly in engineering and educational contexts. Despite the availability of numerous tools for studying stratified flows, there is currently no software dedicated to analyzing gravity currents, integrating flow characterization with theoretical and empirical analyses. This study introduces an open-source tool (Dyenamic), specifically designed for conducting in-depth analyses of gravity currents using a single recorded video. The software incorporates a particle image velocimetry routine to examine the velocity field of the gravity current and the sediment particle transport, offering essential physical indices and categorization based on existing literature. Data from modeling results and laboratory experiments are used to perform calibration, validation, and sensitivity analyzes. The findings demonstrate strong alignment with the existing gravity current literature, highlighting the effectiveness of the software in characterizing gravity currents. Dyenamic emerges as a robust, user-friendly, and versatile tool suitable for educational and research endeavors.