Does it make sense to go with something like google analytics, or is it a better idea to write your own code for the purposes of gathering and analyzing stats f

Does it make sense to go with something like google analytics, or is it a better idea to write your own code for the purposes of gathering and analyzing stats for your web app? If it makes sense to go with an off-the-shelf package, which one is the best (and why?)