Emergency services, including firefighters, an ambulance, and the air ambulance were called to the Unity pit, which is a driftmine like Gleision, at about 09:30 BST on Friday.
Two more men escaped unaided from the driftmine - a mine cut into the side of a hill where the coal seam is accessed horizontally - before emergency services arrived.