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Qwen3 VL 235B A22B Instruct

qwen/qwen3-vl-235b-a22b-instruct
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Qwen3 VL 235B A22B Instruct

qwen/qwen3-vl-235b-a22b-instruct

Qwen3 Vision‑Language model (235B MoE, ≈22B active) tuned for instruction following and grounded visual QA. Excels at image understanding, dense OCR, charts/diagrams, and multi‑image context.

Context Window

128.0K

Max Output

262.1K

Avg output tokens (7d)

217 tokens

17%

Input Price (Auto)

$0.30/1M

Output Price (Auto)

$1.20/1M

Cache Read (Auto)

$0.15/1M

Capabilities

Benchmarks

Performance metrics and benchmarks

Sourced from Artificial Analysis.

Intelligence Index

9.9

Better than 43% of models compared

Agentic work

T²-Bench Telecom (legacy)

Legacy fallback · Conversational AI agents in dual-control scenarios

35.1%

Better than 43% of models compared

Document reasoning

AA-LCR v1.1

Long context reasoning with updated grading

32.7%

Better than 34% of models compared

Reasoning

HLE

Humanity's Last Exam

6.6%

Better than 43% of models compared

IFBench

Instruction-following benchmark

42.7%

Better than 45% of models compared

CritPt

Research-level physics reasoning

0.0%

Coding

Terminal-Bench Hard (legacy)

Legacy fallback · Agentic coding and terminal use

6.8%

Better than 37% of models compared

LiveCodeBench

Contamination-free coding benchmark

59.4%

Better than 66% of models compared

Math

AIME 2025

American Invitational Mathematics Examination 2025

70.7%

Better than 65% of models compared

Knowledge

MMLU-Pro

Professional and academic subject knowledge

82.3%

Better than 80% of models compared

AA-Omniscience Accuracy

Proportion of correctly answered questions

18.6%

AA-Omniscience Hallucination Rate

Rate of incorrect answers among non-correct responses

87.1%

Legacy benchmarks

GPQA Diamond (legacy)

Graduate-level scientific reasoning

71.2%

Better than 50% of models compared

AA-LCR (unversioned / legacy)

Long context reasoning evaluation

32.7%

Better than 34% of models compared

Last updated Sep 11, 2026

Artificial Analysis

Providers

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