Running a malicious build script is just as bad as running a malicious app, so I don´t see why you want that? Also F-droid has fully reproducible builds, so you can be sure you'll get the same binary.

Speed. Most people are going to choose a fast binary download + automated integrity check over compiling from source, regardless of their reason for using F-Droid.