Capabilities
7-day heat trend
−12.7%Pricing breakdown
Typical 3:1 output-to-input mix, per 1M tokens
Estimated monthly cost by workload
Market position
- Cheaper than 25% of tracked models
- Faster than 18% of tracked models
- Efficiency rank: #890 of 1105
Best suited for
Complex reasoning, analysis, planning and multi-step problem solving where answer quality matters more than raw cost.
About qwen3-vl-235b-a22b-thinking
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....
qwen3-vl-235b-a22b-thinking is a Reasoning model from Alibaba Cloud · Qwen (CN). HotON.ai tracks it at $0.26 per 1M input tokens and $2.60 per 1M output tokens, with a 131K-token context window, ~130 tokens/sec throughput and 97.5% availability. Its composite efficiency score is 88/100 at an estimated $0.002 per successful task.
Compare qwen3-vl-235b-a22b-thinking
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Frequently asked questions
How much does qwen3-vl-235b-a22b-thinking cost per 1M tokens?+
qwen3-vl-235b-a22b-thinking is tracked at $0.26 per 1M input tokens and $2.60 per 1M output tokens. A typical 3:1 output-to-input workload blends to roughly $2.02 per 1M tokens. Figures are illustrative demo data.
What is qwen3-vl-235b-a22b-thinking best for?+
Complex reasoning, analysis, planning and multi-step problem solving where answer quality matters more than raw cost.
How fast is qwen3-vl-235b-a22b-thinking?+
qwen3-vl-235b-a22b-thinking delivers about 130 tokens/sec with 97.5% tracked availability, suitable for latency-sensitive, real-time applications.
Is qwen3-vl-235b-a22b-thinking cheaper than other AI models?+
Within the HotON.ai tracked set, qwen3-vl-235b-a22b-thinking is cheaper than 25% of models on input price and ranks #890 of 1105 by overall efficiency.
Related models
Pricing is real (via the TestKey catalog, updated daily). Quality (Arena Elo) is real where the model is ranked on LMArena. Speed, availability and efficiency are modeled estimates.