Qwen3 VL 235B A22B Thinking

Alibaba的Qwen3 VL 235B A22B Thinking在Coding类别中表现出色，排名第90，综合评分77/100。Qwen3-VL-235B-A22B Thinking is a multimodal model that unifies strong text generation with visual understanding across images and video. The Thinking model is optimized for multimodal reasoning in STEM and math. The series emphasizes robust perception (recognition of diverse real-world and synthetic categories), spatial understanding (2D/3D grounding), and long-form visual comprehension, with competitive results on public multimodal benchmarks for both perception and reasoning. Beyond analysis, Qwen3-VL supports agentic interaction and tool use: it can follow complex instructions over multi-image, multi-turn dialogues; align text to video timelines for precise temporal queries; and operate GUI elements for automation tasks. The models also enable visual coding workflows, turning sketches or mockups into code and assisting with UI debugging, while maintaining strong text-only performance comparable to the flagship Qwen3 language models. This makes Qwen3-VL suitable for production scenarios spanning document AI, multilingual OCR, software/UI assistance, spatial/embodied tasks, and research on vision-language agents. 它在基准测试表现和采用指标方面特别突出，适合寻找可靠coding解决方案的个人开发者和企业团队。

Qwen3 VL 235B A22B Thinking的价格为每百万输入令牌$0.26，每百万输出令牌$2.60（USD）。如需批量折扣和企业定价，请联系提供商。在coding类别中价格具有竞争力，反映了模型的质量成本比。

在Coding类别中，Qwen3 VL 235B A22B Thinking在6个追踪模型中排名第90。其质量排名第90，采用排名第90。您可以使用我们的对比工具查看与特定替代方案的详细并排指标。关键差异化因素包括基准测试综合评分、社区评价和实际采用率。

Qwen3 VL 235B A22B Thinking已在6个不同信号中进行评估。最强的领域包括Capabilities（83/100）、Benchmarks（66/100）、Pricing（3/100）。这些评分来源于行业标准基准测试、社区评价和实际表现指标。综合评分77/100反映了所有追踪信号的加权组合。

Qwen3 VL 235B A22B Thinking是付费模型，但部分提供商可能会提供试用积分或有限的免费版用于评估。请查看Alibaba的网站了解当前免费版可用性和促销优惠。