Gradient anaerobic digestion reactor (GADR) can improve substrate utilization efficiency by solving the problem of the “short circuit” of materials. However, the substrate’s composition significantly affects the reactor’s performance. This study investigated the impact of food waste (FW) levels on corn straw’s dry anaerobic digestion (AD) in a novel GADR. The results show that biomethane production can be improved by coupling urban and agricultural solid waste recycling. The mechanism is to increase the hydrolysis and acid production efficiency, and the abundance of enzymes related to methanogenesis. The maximum methane yield (494.2 mL CH4/g VS) and the highest anaerobic biodegradability (85.7 %) were obtained when the FW was added at 60 %. The co-digestion of FW and straw can improve the hydrolysis and acid production efficiency and methane yield, which improves the buffering capacity and stability of the system compared with the single digestion of FW.