Qwen3 VL 235B A22B Thinking (NovitaAI)

Qwen3 VL 235B A22B Thinking is a vision-language reasoning model from Alibaba Cloud's Qwen3 family, designed as a chat-style assistant that combines textual understanding with image interpretation. The "235B / 22B" parameter configuration indicates a Mixture-of-Experts-style design where roughly 22 billion parameters are active per inference while the full 235-billion-parameter model provides broader contextual coverage. The "Thinking" variant is positioned for step-by-step reasoning tasks, exposing an explicit reasoning channel that developers can access through the API alongside the final text response.

Hosted on Novita AI through an OpenAI-compatible Chat Completions endpoint, the model accepts text and image inputs and produces text output, with the Novita listing confirming support for function/tool calling, structured outputs, JSON mode, streaming, fine-tuning, and batch processing. It shares lineage with other Qwen3 members served on Novita, where it sits near the top of the multimodal tier above smaller vision-language variants like the 8B Instruct sibling. Practically, the large 131K-token context window and combined vision-reasoning capabilities make it well suited for document understanding, multi-image analysis, and complex analytical workflows that benefit from extended deliberation.