Investigating relationships between climatic factors and plant delta C-13 of both C-3 and C-4 plants simultaneously is critical for accurately predicting the effects of climate change on plant ecophysiology and ecosystem functioning and reconstructing past vegetation and climate conditions. We selected common C-3 and C-4 plants in temperate grasslands in Inner Mongolia, China, i.e., Stipa spp., Carex spp., Leymus chinensis and Cleistogenes spp., and investigated the relationships between climatic factors and plant delta C-13 of each genus/species. The results showed that precipitation, especially growing season precipitation (GSP), was the dominant factor affecting plant delta C-13 in this region. For C-3 plants, there were significantly negative relationships between precipitation and plant delta C-13. For C-4 plants, plant delta C-13 of Cleistogenes spp. firstly increased, then decreased with precipitation at a breakpoint GSP 204.84 mm. Our findings emphasize that C-4 plant delta C-13 is sensitive to precipitation, but responses are species-specific and environment-specific, and suggest that C-4 plant delta C-13 can be used as a proxy for water use efficiency (WUE), but care should be taken in evaluating WUE. Moreover, our findings provide basic information for accurately predicting the effects of climate change on ecosystem structure and function and reconstructing past vegetation and climate conditions from bulk materials in arid and semiarid regions.