Capabilities
7-day heat trend
−0.8%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 55% of tracked models
- Efficiency rank: #474 of 1105
Best suited for
Mixed text, image, audio and document workloads that benefit from one model across modalities.
About qwen2.5-vl-32b-instruct
Qwen2.5-VL-32B is a multimodal vision-language model fine-tuned through reinforcement learning for enhanced mathematical reasoning, structured outputs, and visual problem-solving capabilities. It excels at visual anal...
qwen2.5-vl-32b-instruct is a Multimodal model from Alibaba Cloud · Qwen (CN). HotON.ai tracks it at $0.20 per 1M input tokens and $0.60 per 1M output tokens, with a 128K-token context window, ~150 tokens/sec throughput and 98.7% availability. Its composite efficiency score is 89/100 at an estimated $0.001 per successful task.
Compare qwen2.5-vl-32b-instruct
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Frequently asked questions
How much does qwen2.5-vl-32b-instruct cost per 1M tokens?+
qwen2.5-vl-32b-instruct is tracked at $0.20 per 1M input tokens and $0.60 per 1M output tokens. A typical 3:1 output-to-input workload blends to roughly $0.50 per 1M tokens. Figures are illustrative demo data.
What is qwen2.5-vl-32b-instruct best for?+
Mixed text, image, audio and document workloads that benefit from one model across modalities.
How fast is qwen2.5-vl-32b-instruct?+
qwen2.5-vl-32b-instruct delivers about 150 tokens/sec with 98.7% tracked availability, suitable for latency-sensitive, real-time applications.
Is qwen2.5-vl-32b-instruct cheaper than other AI models?+
Within the HotON.ai tracked set, qwen2.5-vl-32b-instruct is cheaper than 28% of models on input price and ranks #474 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.