Hotpot.ai enhances Stable Diffusion with proprietary improvements for sharper details and more accurate prompt interpretation. The "Style Lock" feature maintains visual consistency across generated images - crucial for branding projects. Developers appreciate the API's scalability, while artists use the "Remix" function to iteratively refine concepts. The platform provides transparent copyright status for each generated image, with optional model training on user-provided images. Enterprise plans include dedicated GPU clusters for faster batch processing of high-resolution outputs.