Elevated temperature (T_e) and drought often co-occur and interactively affect plant carbon (C) metabolism and thus the ecosystem C cycling, but the magnitude of their interaction is unclear, making the projection of global change impacts challenging. Here, we compiled 107 journal articles in which temperature and water availability were jointly manipulated and performed a meta-analysis of interactive effects of T_e and drought on leaf photosynthesis (A_growth) and respiration (R_growth) at growth temperature, nonstructural carbohydrates and biomass of plants, and their dependencies on experimental and biological moderators (e.g., treatment intensity, plant functional type). Our results showed that, overall, there was no significant interaction of T_e and drought on A_growth. T_e accelerated R_growth under well-watered conditions rather than under drought conditions. The T_e × drought interaction on leaf soluble sugar and starch concentrations were neutral and negative, respectively. The effect of T_e and drought on plant biomass displayed a negative interaction, with T_e deteriorating the drought impacts. Drought induced an increase in root-to-shoot ratio at ambient temperature but not at T_e. The magnitudes of T_e and drought negatively modulated the T_e drought interactions on A_growth. Root biomass of woody plants was more vulnerable to drought than that of herbaceous plants at ambient temperature, but this difference diminished at T_e. Perennial herbs exhibited a stronger amplifying effect of T_e on plant biomass in response to drought than did annual herbs. T_e exacerbated the responses of A_growth and stomatal conductance to drought for evergreen broadleaf trees rather than for deciduous broadleaf and evergreen coniferous trees. A negative T_e × drought interaction on plant biomass was observed on the species level rather than on the community level. Collectively, our findings provide a mechanistic understanding of the interactive effects of T_e and drought on plant C metabolism, which would improve the prediction of climate change impacts.