I hear ya, but we know from results 357 buttons can last ~2 years. Mitutoyo has pulled it off (for decades).
Chinese manufacturers are simply too cheap to employ true shut down. Instead the display goes blank but it's still chewing power invisibly in the background.
My three 6" calipers have batteries in them constantly. They're used regularly so removing and inserting batts is flat out unrealistic. My fourth is solar and that's the REAL solution. It works in very low lighting -- lower than my failing eyes would ever want to do anything that requires a caliper.