try this syntax
magick compare -metric rmse -subimage-search -disimilarity-threshold 1 large_image small_image diff_image
Note the large image comes before the small image. Also I put all settings before the images.
Does your small image have a width larger than that of the large image? The small image must be smaller in both dimension than that of the large image.