Do bananas turn brown faster in the refrigerator or on counter?

On the counter.

Bananas produce ethylene gas, which speeds up the ripening process. The cooler temperatures in the refrigerator slow down the production of ethylene gas, so bananas will ripen more slowly in the refrigerator.