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Computational thinking (CT) has proven to be a consequential skillset in K-12 education. This study outlines the development and trial use of an evidence-centered competency model to assess CT. Two adolescents with Autism Spectrum Disorder (ASD) participated as the focal population, due to the affordances of CT for individuals who may experience limitations in cognitive flexibility and communication. This paper begins by describing the evidence-centered competency model of CT developed for this study and used to code participant behaviors while they partook in problem-solving tasks in the online virtual world, OpenSimulator, over 12 months. A descriptive analysis of the results shows that this model is a feasible and prominent tool in assessing and diagnosing CT behaviors for children with ASD.