I'm not sure when it changed, but I believe it was after WP 3.6. Now the plugin makes an effort like it's working on pulling the image, but the finished "image" is 0x0 and broken if you try to use it.
This was one of my all-time FAVORITE plugins and I haven't found a good replacement yet! Please fix it??