Abstract Each species displays a certain level of social tolerance. However, within a species, individuals show differences in their ability to accept the presence of conspecifics around resources of mutual interest. Social structure research allows studying how social relationships arise within a group, how they survive or end through time, and how they are influenced by various factors such group composition, mating system, and habitat quality variations. Furthermore, it can help elucidate the tolerance of individuals to other group members and how changes in it may lead to changes in social stability. Social Network Analysis (SNA) is a tool that allows the assessment of social dynamics and interactions. Our goal was to evaluate and compare social tolerance in captive spider monkeys (Ateles geoffroyi) by examining social networks formed in social groups that varied in size and composition. We compared social networks of captive groups varying in sex ratio, group size, and age ratio. Results showed relationship between networks with similar size and composition. Smaller groups showed greater social distancing, while larger ones displayed shorter inter-individual distances and more affiliation. Agonism was infrequent in unisexual groups compared to groups formed by both sexes. Finally, groups with more males showed greater social distancing and greater agonism. Overall, largest groups (five members or more) and similar sex ratio (or unisexual) are better connected. Largest groups showed higher proximity levels and a more tolerance to conspecifics than small groups.