Always switch to larger ships when they become available. However, most new ships you encounter will lack important equipment that will make it difficult for you to explore. Transfer all the resources you have on your current ship to the new ship, dismantle all the equipment on your old ship, move it to the new ship, then rebuild the equipment on the new ship.