This might not be a fair test, since the iPhone SE enters with, by far, the smallest battery capacity of the bunch.
The SE weighs in at 1821 mAh, while the next smallest is the iPhone 11 Pro, at 3046 mAh.
Still, if you’re considering an SE, good to have a sense of the battery capacity.