Most probabbly a train ride...

In fact most "fligths" between ZRH and BSL are actually operated by trains.
The only exception is a late evening flight.

There is a direct train between GVA and BSL... takes 2.5 hours and there is a connection every 30 mins or so...

Connecting flights within Switzerland are a no-no...