Qwen3-VL-235B-A22B Instruct is an open-weight multimodal model that combines strong text generation with advanced visual understanding for images and video. Designed for general vision-language tasks like VQA, document parsing, chart and table extraction, and multilingual OCR, the model emphasizes robust perception, spatial (2D/3D) understanding, and long-form visual comprehension, with competitive results on public benchmarks. Qwen3-VL also supports agentic interaction and tool use, following complex instructions in multi-image dialogues, aligning text to video timelines, operating GUIs for automation, and enabling visual coding workflows such as turning sketches into code or debugging UIs. Its strong text-only capabilities match Qwen3 language models, making it suitable for document AI, OCR, UI/software assistance, spatial reasoning, and vision-language agent research.