Qwen3 VL 235B A22B Thinking

Qwen3 VL 235B A22B Thinking by Alibaba excels in the Coding category, where it ranks #90 with a composite score of 78/100. 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. It is particularly strong in areas highlighted by its top benchmark performance and adoption metrics, making it suitable for both individual developers and enterprise teams looking for a reliable coding solution.

Qwen3 VL 235B A22B Thinking is priced at $0.26 per million input tokens and $2.60 per million output tokens (USD). Contact the provider for volume discounts and enterprise pricing. Pricing is competitive within the coding category and reflects the model's quality-to-cost ratio.

In the Coding category, Qwen3 VL 235B A22B Thinking holds rank #90 out of 6 models tracked. Its quality rank is #90 and adoption rank is #90. You can use our comparison tool at /compare to see detailed side-by-side metrics with specific alternatives. Key differentiators include its composite scoring across benchmarks, community sentiment, and real-world adoption rates.

Qwen3 VL 235B A22B Thinking has been evaluated across 6 different signals. Its strongest areas include Capabilities (83/100), Benchmarks (66/100), Pricing (3/100). These scores are derived from industry-standard benchmarks, community ratings, and real-world performance metrics. The composite score of 78/100 reflects a weighted combination of all tracked signals.

Qwen3 VL 235B A22B Thinking is a paid model, though some providers may offer trial credits or limited free tiers for evaluation. Check Alibaba's website for current free tier availability and promotional offers.