... according to the study, the cost delta between lead-acid and lithium-ion batteries will decrease from the current 1:3 to a factor of 1:1.15. This is due to lithium-ion batteries becoming cheaper: the costs here will fall by up to ten percent annually. In contrast, the costs of lead-acid batteries will only fall by up to three percent per year.