It is shown that the Gruenberg-Kegel graph of a finite almost simple group is equal to the Gruenberg-Kegel graph of some finite solvable group iff it does not contain 3-cocliques. Furthermore, we obtain a description of finite almost simple groups whose Gruenberg-Kegel graphs contain no 3-cocliques.