In this paper, based on the rate equations in a steady state of the Tm 3+ ions, an analytical solution of the gain for thulium doped fiber amplifiers (TDFAs) is obtained after some reasonable simplicities. The gains of the three TDFAs with different parameters are calculated which show good agreement with the experimental data.