According to the simplified system model, the converted signal chirp of all optical wavelength converter based on cross-gain modulation in semiconductor optical amplifier is explored in detail. The influence of the signal power, probe power, signal pulse width and pump current on the chirp is simulated. The chirp dependence on the signal pattern is analyzed.