From the homepage:

εxodus analyzes Android applications in order to list the embedded trackers.

A tracker is a piece of software meant to collect data about you or your usages. So, εxodus reports tell you what are the ingredients of the cake.

εxodus does not decompile applications, its analysis method is legal.