Gnuplot has been widely established as a powerful tool to do data and function plots. For the scientific use one additionally often needs a nonlinear least squares fitting procedure to combine a model function to measured data. This is introduced by GNUFIT. GNUFIT is a real extension of GNUPLOT that means, it covers all features of GNUPLOT and adds some new ones.