The setup of distributed computing clusters and the installation of data analysis frameworks can be cumbersome and requires a great deal of knowledge in a plenitude of fields. We have developed DISCO, a service which is alleviating the data scientist from these hurdles. This paper shows up the competitiveness of DISCO with an existing solution.