This paper describes the development of poverty lines in India, from the 19th century to the present, and assesses their limitations as an indication of poverty. It demonstrates that use of the official poverty line results in considerable underestimation of the extent of urban poverty, and oversimplifies the nature of poverty by disregarding or disguising the reality of the lived experiences of poor people. It then considers the relevance and accuracy of the official poverty line as applied in Pune, a large city with around 3 million inhabitants. This highlights the very large gap between the 2 percent of households that are designated as poor by applying the official poverty line in Pune and the 40 percent who ‘live in poor conditions’. The paper also examines the wider nature of poverty and how this has changed over time, using data from a longitudinal study of slum settlements in Pune from 1976 to 2003. Despite Pune’s rapid economic growth, most of the slum households surveyed saw little or no increase in their real income and in better job opportunities and little possibility of getting accommodation outside the slums. The paper ends with a discussion on how to achieve a better understanding and measurement of the numerous and interconnected aspects of urban poverty.