The kinetics of RNA duplex formation remain poorly understood. Using Kintek Explorer, simulated and experimental data were fit to potential proposed formation mechanisms. While RNA duplex formation is traditionally considered a one-step process, computational analysis suggests a possible pre-binding conformational change supporting a two-step mechanism. This insight refines our understanding of RNA kinetics and can inform future experimental approaches, bridging computational kinetics modeling with experimental approaches in RNA kinetics.