Image Benchmarks: See the Capabilities of Every Model

OpenRouter has launched Visual Image Benchmarks, a tool intended to help users compare the capabilities of 39 image-generation models through side-by-side grids sortable by price and generation time. The benchmarks use challenging, visually assessable prompts across seven categories: improbable scenes, counting, text rendering, spatial relations, negation, image editing, and consistency across scenes or reference subjects. The initiative addresses limitations in curated sample galleries, LLM-based judging, and preference-oriented arena rankings by focusing on specific capabilities that humans can quickly inspect. OpenRouter plans to expand the evaluation system to video and audio models, update it as new image models are added, and invites users to suggest additional benchmark prompts through its Discord, while also encouraging testing through its image API and Chat.

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