We present an improvement of short term frequency stability of the integrating sphere cold atom clock after increasing the intensities of clock signals and optimizing the feedback loop of the clock. A short term frequency stability of $5.0times10^{-13}tau^{-1/2}$ has been achieved and the limiting factors have been analyzed.