Ecosystem service (ES) bundles are widely used approaches to analyze ES tradeoffs in urban agglomeration. However, few ES bundle studies considered both the supply and demand side. The objective of this study was to map ES supply-demand bundles to comprehensively analyze the ES tradeoffs in the Yangtze River Delta by using cluster analysis, correlation analysis, hotspots analysis, and principal component analysis. We found that: (1) Both the supply and demand of ES are unevenly distributed with highly spatial autocorrelation. (2) Significant tradeoffs and synergies between ES in terms of supply-supply, demand-demand, and supply-demand. (3) Four ES supply-demand bundle types were identified with distinct ES supply and demand relationships. (4) Land use types, urban intensity, and climatic factors are the main social-ecological factors that distinguish the four identified clusters. The identified ES supply-demand clusters can support the main functional zoning of the Yangtze River Delta. Our results also suggest that “land sharing” is a more appropriate approach for the sustainable development of the Yangtze River Delta considering the balance of multiple ES supply and ES demand.