Simple Google search comes up with countless websites that help you split rent based on room size, closets and amenities.
In subreddit r/badroommates
In a post titled:
So if the total apartment rent is $1,200, what would be a fair price for each of these rooms? From looking at this picture, one room looks significantly smaller than the other. Thanks for your help! =)