Ideogram 3.0 pushes the boundaries of generative media through significant advancements in image-prompt alignment, photorealism, and text rendering quality. In human evaluations, Ideogram 3.0 consistently outperforms other text-to-image models, scoring highest in ELO rating over a set of diverse prompts that probe a wide variety of capabilities, subjects, styles, use cases, and composition difficulty.