Yes, but also because the pump is the same, only pumping so much fuel per minute. But batteries have different charging currents. Higher capacity batteries have higher charging currents, so in the end the charging time can be the same. Nest to check the specs of the battery. Newer chargers can detect cell type and capacity and can adjust.
But I' recommend using the 'slow charge' option to reduce the warming up of the batteries during charging.