Understanding the tempo and mode of diversification and their consequence for tropical biodiversity remains a key challenge as different clades and regions exemplify distinct patterns and processes. We examined diversification rates and their drivers across 34 well-studied endemic lineages in peninsular India, one of the oldest regions of differentiation in the Oriental Realm, using birth-death models and their variations. We show that 18 lineages supported gradual species accumulation, suggesting that the historic stability of the landscape was an important driver. Additionally, paleotemperature, Miocene aridification, monsoon intensification and existing species diversity explained time-varying diversification patterns among the other 16 lineages. Net-diversification rates influenced differences in species diversity more than clade ages of peninsular Indian clades, where speciation rates mainly drove diversification, as extinction rates were low across taxa. Our results emphasise the importance of regional biogeographic, phylogenetic and geoclimatic history on the diversification dynamics among tropical landscapes.