You haven't tried to run a Linux on Mobile distro on your phone and compared the battery life to Android, have you?

Spoiler: I have :-)

Depending on the phone they'd struggle to go in a low power state when the screen is off or can't access other power saving features because the manufacturers keep everything under wraps.