The R&D process of anti-weathering plastic woven sacks requires accelerated weathering test. Weathering tests can increase time and production cost. Gray model GM(1,1) was applied to predict the final test results using five and nine data separately. The relative error of the two perditions was calculate and compared. The results showed that the prediction error which calculates from nine data is within an acceptable range, so the model can be used for prediction. As a result, in the process of product development, the weathering test time can be shortened to 96 hours to reduce costs and development time.