Torch
Cheap, bright and warm: four of them for a single piece of wood.
Deliberately cheap. Light is what makes caves explorable and the first night survivable, so it isn't locked behind rare drops. Stand it on the ground or fix it to a wall.
You can carry one in your back slot to light the way.