See this post on the difference between the discharge curve of an alkaline battery vs a lithium battery. While this is comparing 1.5v batteries, the net effect of 2x1.5v alkaline vs a 3v lithium is the same, the alkaline voltage drops faster causing the device to report a lower battery % for alkaline batteries
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