Capabilities
7-day heat trend
−17.4%Pricing breakdown
Typical 3:1 output-to-input mix, per 1M tokens
Estimated monthly cost by workload
Market position
- Cheaper than 28% of tracked models
- Faster than 3% of tracked models
- Efficiency rank: #140 of 1105
Best suited for
Mixed text, image, audio and document workloads that benefit from one model across modalities.
About qwen3-vl-235b-a22b-instruct
Qwen3-VL-235B-A22B Instruct is an open-weight multimodal model that unifies strong text generation with visual understanding across images and video. The Instruct model targets general vision-language use (VQA, docume...
qwen3-vl-235b-a22b-instruct is a Multimodal model from Alibaba Cloud · Qwen (CN). HotON.ai tracks it at $0.20 per 1M input tokens and $0.88 per 1M output tokens, with a 262K-token context window, ~120 tokens/sec throughput and 99.9% availability. Its composite efficiency score is 90/100 at an estimated $0.001 per successful task.
Compare qwen3-vl-235b-a22b-instruct
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Frequently asked questions
How much does qwen3-vl-235b-a22b-instruct cost per 1M tokens?+
qwen3-vl-235b-a22b-instruct is tracked at $0.20 per 1M input tokens and $0.88 per 1M output tokens. A typical 3:1 output-to-input workload blends to roughly $0.71 per 1M tokens. Figures are illustrative demo data.
What is qwen3-vl-235b-a22b-instruct best for?+
Mixed text, image, audio and document workloads that benefit from one model across modalities.
How fast is qwen3-vl-235b-a22b-instruct?+
qwen3-vl-235b-a22b-instruct delivers about 120 tokens/sec with 99.9% tracked availability, suitable for latency-sensitive, real-time applications.
Is qwen3-vl-235b-a22b-instruct cheaper than other AI models?+
Within the HotON.ai tracked set, qwen3-vl-235b-a22b-instruct is cheaper than 28% of models on input price and ranks #140 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.