When I had to evaluate the goodness-of-fit of a generalized linear model, I utilized the pearson X2 statistic. However, I have recently known the Akaike information criterion. Honestly, I am at a loss when it comes to select the most appropriate measure to evaluate the goodness of fit in these models. Can anyone provide useful information on this.

Thanks a lot.