Family Guy has been consistently funnier than the other two, however South Park has just outed it recently with its fantastic satirical humour.
I never understood what the deal with The Simpsons was. Even when it was funny (which was only for around 4-5 years, now that I think about it. The first two seasons were awful) it never touched Family Guy and only really rivaled the dismal original premise of South Park.