Qwen3 VL 235B A22B Thinking

Overview

Overview

Qwen3-VL-235B-A22B-Thinking is the most powerful vision-language model in the Qwen series, featuring 236B parameters with MoE architecture for reasoning-enhanced multimodal understanding. Key capabilities include: Visual Agent (operates PC/mobile GUIs, recognizes elements, invokes tools), Visual Coding (generates Draw.io/HTML/CSS/JS from images/videos), Advanced Spatial Perception (2D grounding and 3D grounding for spatial reasoning and embodied AI), Long Context & Video Understanding (native 256K context expandable to 1M, handles hours-long video with second-level indexing), Enhanced Multimodal Reasoning (excels in STEM/Math with causal analysis), Upgraded Visual Recognition (celebrities, anime, products, landmarks, flora/fauna), and Expanded OCR (32 languages, robust in low light/blur/tilt). Architecture innovations include Interleaved-MRoPE for positional embeddings, DeepStack for multi-level ViT feature fusion, and Text-Timestamp Alignment for precise video temporal modeling.

Qwen3 VL 235B A22B Thinking was released on September 22, 2025. API access is available through DeepInfra, Novita.

Benchmarks

Benchmarks

Qwen3 VL 235B A22B Thinking Performance Across Datasets

Scores sourced from the model's scorecard, paper, or official blog posts

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Pricing

Pricing

Pricing, performance, and capabilities for Qwen3 VL 235B A22B Thinking across different providers:

Provider	Input ($/M)	Output ($/M)	Max Input	Max Output	Latency (s)	Throughput	Quantization	Input	Output
DeepInfrafp8	$0.45	$3.49	262.1K	262.1K	—	—	fp8	Text Image Audio Video	Text Image Audio Video
Novitabf16	$0.98	$3.95	131.1K	32.8K	—	—	bf16	Text Image Audio Video	Text Image Audio Video

Price Comparison for Qwen3 VL 235B A22B Thinking

Price per 1M input tokens (USD), lower is better

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API Access