The synergistic development of new quality agricultural productivity is conducive to unleash the development potential of new quality agricultural productivity, significantly improve the overall factor productivity of agriculture, and accelerate to build an agricultural power. Based on existing research advance and statistical data, the connotation of the coordinated development of new quality agricultural productivity was explored from a dialectical perspective of productivity and production relations. On this basis, it analyzed the non-coordinated issues in the development of new quality agricultural productivity and the path of coordinated development. The results showed that the connotation of China’s new quality agricultural productivity laid in the coordinated adaptation between agricultural productivity factors and the coordinated adaptation of agricultural production relations in the 4 aspects of production, consumption, circulation, and distribution. Its development faced non-coordinated issues such as insufficient innovation capacity, shortage of talents, resource misallocation, non-coordination of production relations, weak infrastructure and lack of green concepts. Promoting the coordinated development of new quality agricultural productivity required to promote technological innovation in agricultural machinery and equipment, cultivate high-quality agricultural talents, optimize production resource allocation, promoting the coordinated adaptation of agricultural production relations, improve agricultural infrastructure construction, and deepen green development concepts. Above results provided practical reference for the coordinated development of new quality agricultural productivity.