I think you nailed it in here. Typically, iPhone batteries are smaller. iPhone 15 is 3349 mAh while a Samsung Galaxy S23 is 3900 mAh. The iPhone can get by with a smaller battery due to the OS being developed for specific hardware which allows for better battery life on smaller batteries.