With over 1,900 AI avatars and rapid adoption in the education sector, Vidnoz AI has established itself as a major player in synthetic video creation. However, the platform’s pricing structure, defined by rigid monthly minute caps that do not roll over, is generating friction among freelancers and small businesses. As competitors move toward unlimited billing models, users are increasingly debating whether Vidnoz's expiring credit system remains viable for professional content workflows.