GPTEval3D leverages GPT-4V to develop a prompt generator that provides Elo scoring for text-to-3D generation models. This new technology saves human resources, allowing users to quickly and easily evaluate 3D models, enhancing accuracy and credibility. By assigning Elo ratings through pairwise comparison results, it mitigates the influence of subjective factors. 3DTopia/GPTEval3D offers users a structured approach and clear documentation, improving the evaluation experience. This innovative method makes 3D model evaluation faster and more objective, bringing a new evaluation approach to the industry.