Histogram influencing minimizes banding in GIFs and PNGs by weighting color palettes towards problem areas. Lower banding at lower bit-depths makes for smaller images.
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When reducing colors in an image, by default Photoshop uses the entire image to create the color palette. You can optimize this palette by creating selections over troublesome areas. In many cases, histogram influencing allows lower bit-depths, resulting in smaller file sizes.