Abstract Background: Physical fitness of persons with spinal cord injury (SCI) is related to their upper limb strength and range of motion. A change in these factors may impact their participation in physical fitness, and consequently leisure time activities. The objective of the study was to examine an association of physical fitness with leisure time physical activity (LTPA) in people with SCI. Materials and Methods: This was a cross-sectional observational study conducted among 30 male and female participants with SCI. Physical fitness and LTPA were assessed using a 6-min push test and physical activity recall assessment for people with SCI, respectively. Spearman’s Rank correlation coefficient was used to estimate the correlation between physical fitness and LTPA in persons with SCI. Results: The mean age of the participants was 33.6 ± 7.73) years. This study found a positive weak to no correlation between physical fitness and LTPA in individuals with SCI (r s = 0.1008) that was statistically nonsignificant (P > 0.596). In this study, 28 (93.33%) participants had good physical fitness, and 19 (63.33%) participants performed LTPA for 20 min or more in a day, whereas 11 (36.67%) performed less than 20 min per day. Conclusion: Though most of the participants had good physical fitness, they performed only exercise-based activities such as walking with orthosis, pushups exercises, and resistance training exercises for upper limb muscles in their leisure time. They did not participate in LTPA such as sports, gardening, swimming, and other recreational activities. Furthermore, studies can be done to understand the perception of physiotherapists and SCI individuals toward the participation of LTPAs.