Qwen3 VL 235B A22B Instruct

Overview

Qwen3-VL is a large multimodal model that unifies vision, language, and reasoning to achieve human-level perception and cognition across text, images, and video. Built on a 235B-parameter architecture, it integrates early joint training of visual and textual modalities for strong language grounding. The model supports up to a 1 million-token context window and excels at visual understanding, spatial reasoning, long video comprehension, and tool-based interaction. It can generate code from images, perform precise 2D/3D object grounding, and operate digital interfaces like a visual agent. The “Instruct” version rivals Gemini 2.5 Pro in perception benchmarks, while the “Thinking” version leads in multimodal reasoning and STEM tasks. With multilingual OCR, creative writing, and fine-grained scene interpretation, Qwen3-VL establishes a new open-source frontier for integrated vision-language intelligence.

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

Benchmarks

Qwen3 VL 235B A22B Instruct Performance Across Datasets

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

llm-stats.com - Fri Jan 02 2026

Pricing

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

Provider	Input ($/M)	Output ($/M)	Max Input	Max Output	Latency (s)	Throughput	Quantization	Input	Output
DeepInfrafp8	$0.30	$1.49	262.1K	262.1K	—	—	fp8	Text Image Audio Video	Text Image Audio Video
Novitabf16	$0.30	$1.50	131.1K	32.8K	—	—	bf16	Text Image Audio Video	Text Image Audio Video

Price Comparison for Qwen3 VL 235B A22B Instruct

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

llm-stats.com - Fri Jan 02 2026

API Access