They're both fairly different subjects. Language is basically more concerned with linguistics so stuff like why we use languages and whats it for. Lit is more reading based and interpretations.
I would go for the subject you are most interested in. Bearing in mind, English language is still respected by all unis pretty much and is hardly a subject which will destine you for an insta-rejection (like some people make it out to be)