Context:Successful tobacco quit by the tobacco users can avoid millions of premature death. However, the physical dependence on tobacco use results in frequent relapse most commonly due to withdrawal symptoms.Aims:The aim of this study was to study the level of tobacco dependence among tobacco users in an urban slum of Puducherry.Materials and Methods:This facility-based descriptive pilot study was conducted among patients aged 15 years or above attending an urban health and training center in an urban slum of Puducherry. A total of 90 consecutive current tobacco users were included after obtaining verbal informed consent and interviewed using a pretested questionnaire. The information on tobacco dependence was collected using Fagerstrom Addiction Scale for smokers and smokeless tobacco users separately.Results:Of the 90 current tobacco users, 95% were daily tobacco users. Of the current tobacco users, 48.8%, 45.6%, and 5.6% were smokers, smokeless tobacco users, and dual users, respectively. Majority of the smokers (61%) and most of the smokeless tobacco users (41%) had medium dependence for tobacco use. However, physical dependence was much higher among smokeless tobacco users (41.3%) than smokers (20.4%).Conclusion:Proportionately high physical dependence on tobacco is a concern in the study population. Community-based interventions are required to curb the problem; however, study with representative sample should be carried out before that.