Generative AI suitable for animation creation mainly includes image generation models such as Midjourney, Stable Diffusion and DALL·E 3, which are good at generating high-quality anime-style images based on text descriptions. Among them, Stable Diffusion is widely popular due to its open source characteristics and rich animation models (such as Anything V5, Counterfeit, etc.). Users can enhance style consistency and character repeatability by fine-tuning the model or adding LoRA and ControlNet plug-ins. It is suitable for animation creation that requires multiple consecutive pictures and strong character consistency. Midjourney is known for its delicate style and powerful artistic expression, which is suitable for visual settings and concept sketches. DALL·E 3 excels in text understanding and complex composition, and is suitable for picture generation in the early stages of conception. In addition, Storyboard AI and animation auxiliary tools such as EbSynth and Runway Gen-2 can convert static images into dynamic videos to enhance the ability of coherent narrative. Therefore, considering the style control, text understanding and animation coherence, Stable Diffusion is currently the most flexible and controllable generative AI tool for animation creation.