
We have updated the Artificial Analysis Text to Image Arena to expand the range of use cases and capabilities we test for, from UI/UX Design to Live-Action Film, and from Physics to Text Rendering. Our updated evaluation measures not just which model is best overall, but which model is best for your specific work. The new leaderboard is live and voting is open. Text to image models have grown more capable over the past years, evolving from single-subject renders in narrow domains, to rich multi-element scenes adhering to fine-grained user control, to systems that render precise typography and interleaved text and graphic layouts. The model an agency uses for campaign creative is not necessarily the model a product manager uses for UI mockups, or a game studio for concept art. Choosing a model today means trading off quality across the specific work you do, and our refreshed methodology answers exactly that question. Our updated evaluation measures against a taxonomy of 10 real-world use cases, 9 model capabilities, and a wide range of styles and aesthetics. We test for use cases such as Marketing & Advertising, Retail & Ecommerce, Live-Action Film, Animation & Gaming,…

Builders picking an image model for a specific job — UI mockups, text rendering, photoreal stills — get per-use-case rankings instead of a single overall leaderboard.
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