It's scary how many people don't immediately go for the open source alternative before checking the Google play store. Most people publishing on f-droid use their real name, have verifiable open source activity, have a professional reputation to maintain and have their apps open to world to be scrutinised.
Checking F-Droid should be your first choice everytime.