You would rely primarly on your testimony, so in large part, assuming that they dispute your version of events, it will come down to who is more credible. Obviously, any supporting documents discussing the situation would be helpful (e.g. emails, text messages, etc.). Given how inexpensive it is to file in small claims court, it would seem to be worth it to bring a case and take your chances.