Taking credit for digitalization and platformization, China has initiated its open science infrastructure implementation and made an effort to focus on open access (OA) journals and data sharing over the past two decades. With the continuous development need, issues and concerns have caught in attention, including data accessibility, research transparency, general population awareness and communication of science, public trust in science, and scientific research and innovation efficiency. This paper has unfolded the maze of open science stance in China and elaborated on its current economy, openness and freedom extents, and future innovation potential towards a global open science community, within depth and scope of both the Chinese and Western scholars' interpretations.