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Qwen3-VL-32B-Instruct is a large-scale multimodal vision-language model designed for high-precision understanding and reasoning across text, images, and video. With 32 billion parameters, it combines deep visual perception with advanced text comprehension, enabling fine-grained spatial reasoning, document and scene analysis, and long-horizon video understanding.Robust OCR in 32 languages, and enhanced multimodal fusion through Interleaved-MRoPE and DeepStack architectures. Optimized for agentic interaction and visual tool use, Qwen3-VL-32B delivers state-of-the-art performance for complex real-world multimodal tasks.
Quality Index
17.2
227th of 442
Top 52%
Coding Index
15.6
187th of 352
Top 53%
Math Index
68.3
99th of 268
Top 37%
Price/1M
$1.23
504th cheapest
295% above median
Top 75%
Speed
76 tok/s
Top 36%
TTFT
1.02s
Context Window
131K
145th largest
Top 63%
Input
$0.70
per 1M tokens
Output
$2.80
per 1M tokens
Blended
$1.23
per 1M tokens
Cheaper than 25% of models. Median price is $0.31/1M tokens.
Daily
$1.23
Monthly
$36.75
76
tokens/sec
Faster than 64% of models
1.02
seconds
Faster than 28% of models
1.02
seconds
Faster than 37% of models
Market Median
46 tok/s
67% faster
Median TTFT
0.42s
145% slower
Throughput/Dollar
62
tok/s per $/1M
Speed Comparison
Context Window
131K
tokens
Larger than 37% of models
Max Output
33K
tokens
25% of context
1.0M
190
24-48 GB
A6000 / M3 Ultra