What is a chain made out of on a bike?

The overwhelming majority of bike chains are made of steel alloys, although a few are made of titanium.
Bike chain is made of tempered hardened steel.
Metal
Primarily steel. It's strong enough, wear resistant enough, cheap enough, and easy enough to machine and shape.