You must have had bad luck, there are usually tons of drivers (not at 3am though), and prices are a bit lower than taxis (20-50%). Please bear in mind Geneva i

You must have had bad luck, there are usually tons of drivers (not at 3am though), and prices are a bit lower than taxis (20-50%). Please bear in mind Geneva is tiny, albeit cosmopolitan place - only around 200k people live in Geneva city. So you can't expect same service density as ie NY or London.