For JPG / WebP, quality 75-85 typically yields a ICO 60-80% smaller than the PNG with no visible difference at normal viewing distance. For lossless ICO (PNG, TIFF), expect smaller savings — usually 5-30% via better deflate / LZW compression than the source already had.