The creep behavior of the bamboo scrimber under different stress levels was analyzed by the tensile and compressive creep test of the bamboo scrimber specimen under long term load. The Burgers model and the Findleys power law model were used to fit creep testing curve of the bamboo scrimber under long term load, and the bamboo scrimber creep model was established. The correlation coefficient and the variation law of the Burgers model were analyzed. The results show that bamboo scrimber creep strain time curves generally have a similar tendency under different stress level, which includes the temporary creep and stationary creep stage. Burgers model and Findleys power law model fit creep behavior of bamboo scrimber well. The instantaneous elastic and viscous deformation and delayed elastic deformation increases with the increasing of stress level. The creep deformation can lead to component damage under high stress level. Therefore, the stress level should be reasonably controlled in the design.