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XDA Developers0 Hot0 comments7 min read
I tested 3 local LLMs for UI design work, and only one of them behaved like a real designer
A hands-on comparison of three local LLMs (Qwen 3.5 9B, Mistral 7B, and Gemma 4 12B) for UI design work using Open Design and LM Studio on 8GB VRAM. Qwen produced a functional but visually underwhelming result after context-length tweaks. Mistral failed to render properly in Open Design and produced a compressed, incomplete design even via direct HTML generation. Gemma 4 12B, despite failing entirely in Open Design, produced the most polished output when run directly in LM Studio and rendered via VS Code's Live Server — with proper nav, event cards, and a well-structured café menu. The author concludes that strong code generation ability is the key differentiator for local UI design models, and recommends Gemma for local vibe design workflows despite its hardware demands.
Source: https://www.xda-developers.com/tested-local-llms-for-ui-design-work-only-one-behaved-like-real-designer. 8 Sync News only summarizes and links out; content copyright belongs to the authors and original sources.
