Haze is quantitatively collected on full wafer scale with high throughput. This paper mainly studied the factors affect on silicon CMP which plays an important role for advanced IC manufacturing. A good silicon surface can be obtained by increasing chemical effect or decreasing mechanical effect within a certain scope. The alkaline slurry was a non-hydrogen peroxide based system containing a novel type chelating agent and a surfactant.