Minecraft wiki entry for Your_first_10_minutes, associated text: A furnace batch always takes ten seconds to complete. Coal and charcoal last 80 seconds, and so do 8 batches. Planks last 15 seconds, so two can do three batches. This is consistent for all furnace recipes, even ones late in the game.