F-Droid is just way too small, it has ~4000 apps vs ~500000 for Amazon's appstore.
It's absolutely terrible. Total amount of available apps is not a good metric for quality.
Curation models are better in that sense, because they have a limit that forces a quality filter. The alternative is just an evolution of the spam model. You see it with Google turning the web into blog spam, YouTube with videos, ebay/Amazon/aliexpress with "products", and the app stores with their 5million "apps".