From what I know, F-Droid compiles apps from source so you can be sure that the code you’re running is actually made from the source code that it claims to be built from. On most other platforms, the developers could be uploading malicious programs that actually have the code changed from what’s shared online as its source code. Then add the fact that other developers can and do look at the code, and what changes are made from version to version.