Abstract Objectives The aim was to compare the physical activity levels among radiographic axial spondyloarthritis (axSpA) patients, non-radiographic axSpA patients, and healthy controls and investigating the possible relationships between physical activity level and clinical features. Methods Thirty-four patients with radiographic axSpA (24 male), 33 patients with non-radiographic axSpA (23 male), and 35 age and sex-matched healthy controls (24 male) were included. The patients were assessed with Bath Ankylosing Spondylitis Disease Activity Index, Bath Ankylosing Spondylitis Functional Index, Bath Ankylosing Spondylitis Metrology Index, Ankylosing Spondylitis Quality of Life Questionnaire, Hospital Anxiety and Depression Scale, Tampa Scale of Kinesiophobia. Physical activity was measured by using an accelerometer (Actigraph wGT3X-BT). Results Physical and disease-related characteristics were comparable between groups (p > .05). Radiographic axSpA patients showed lesser physical activity compared to non-radiographic axSpA patients and healthy controls (p < .05). No difference was detected between non-radiographic axSpA patients and healthy controls (p > .05). Physical activity levels were correlated with different clinical features for each sub-type of axSpA. Decreased spinal mobility is the most correlated disease characteristic with lower physical activity level for both sub-types. Conclusion It seems that disease sub-type in axSpA may alter the physical activity levels. Increasing physical activity levels might need different approaches for different sub-types of axSpA.