I know its probably a big blanket but try soaking it in really cold water for a little bit (I base it off of how long the stain has been there) and then go and put it the washer right after you soak it, It might not get it completely out if it's been sitting for a day or two but it will look much better than before
This works for me when I have a stain on my clothes