Applying a grayscale filter to an image typically reduces its file size compared to the original color image. This reduction occurs due to the removal of color information, resulting in a simpler image structure that requires less data to represent. It's important to note that while grayscale images generally have smaller file sizes compared to their color counterparts, the actual reduction depends on the specific characteristics of the image and the file format used for saving.