Abstract Sequential X-ray photon correlation spectroscopy (XPCS) reveals sample dynamics by analyzing a series of coherent scattering images, which is often time-consuming. For applications like real-time XPCS analysis, high efficiency desired. Pixel binning straightforward strategy to reduce the processing time, but over-binning may result in an insufficient signal-to-noise ratio. In this work...