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Qwen3 VL 32B (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

Description

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.

Release Date
2025-10-21
Parameters
33.0B
Context Length
131K
Modalities
image, text

Capability Radar

36
general
37
coding
83
reasoning
45
scienceest.
70
agents
90
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Agentic Capability29
61.0
LS
Code Ranking200
41.0
AA
General Ranking187
52.0
AA
Math Reasoning61
86.0
AA
Multimodal Ranking33
80.0
LS
Reasoning71
58.0
LS
Science233
46.0
AA

Benchmark Scores (LLM Stats)

3d

BLINK68.5%SR

Agents

BFCL-v371.7%SR
AndroidWorld_SR63.7%SR
OSWorld41.0%SR

Biology

GPQA73.1%SR

Chemistry

SuperGPQA59.0%SR

Communication

MM-MT-Bench8.30 / 100SR
WritingBench86.2%SR
Multi-IF78.0%SR

Creativity

Creative Writing v383.3%SR
Arena-Hard v260.5%SR

Factuality

SimpleQA55.4%SR

Finance

MMLU88.7%SR
MMLU-Pro82.1%SR
MMLU-ProX77.2%SR

General

MMLU-Redux91.9%SR
IFEval87.8%SR
MMStar79.4%SR
MMMU (val)78.1%SR
Include76.3%SR
LiveBench 2024112574.7%SR
MMMU-Pro68.1%SR
LiveCodeBench v665.6%SR

Grounding

ScreenSpot95.7%SR
ScreenSpot Pro57.1%SR

Healthcare

VideoMMMU79.0%SR

Image To Text

OCRBench85.5%SR
OCRBench-V2 (en)68.4%SR
OCRBench-V2 (zh)62.1%SR

Language

CharadesSTA62.8%SR

Long Context

LVBench62.6%SR

Math

MathVista-Mini85.9%SR
AIME 202583.7%SR
MathVision70.2%SR
PolyMATH52.0%SR

Multimodal

DocVQAtest96.1%SR
MMBench-V1.190.8%SR
CharXiv-D90.2%SR
InfoVQAtest89.2%SR
AI2D88.9%SR
MuirBench80.3%SR
VideoMME w/o sub.77.3%SR
MVBench73.2%SR
CharXiv-R65.2%SR

Reasoning

Hallusion Bench67.4%SR
ERQA52.3%SR

Spatial Reasoning

RealWorldQA78.4%SR

AA Evaluation Indices

Math Index
84.7
Intelligence Index
17.9
Coding Index
14.5
Aime 25
0.8
Mmlu Pro
0.8
Livecodebench
0.7
Gpqa
0.7
Ifbench
0.6
Lcr
0.6
Tau2
0.5
Scicode
0.3
Hle
0.1
Terminalbench Hard
0.1

LLM Stats Category Scores

Communication
3
Multimodal
1
Instruction Following
80
Language
80
Legal
80
Math
80
Structured Output
80
Finance
80
Grounding
80
Healthcare
80
Creativity
80
Writing
80
Image To Text
70
Physics
70
Reasoning
70
Spatial Reasoning
70
General
70
3d
70
Biology
70
Chemistry
70
Tool Calling
70
Video
70
Vision
70
Long Context
60
Factuality
60
Agents
60
Economics
60

Pricing

Input Price$0.7 / 1M tokens
Output Price$8.4 / 1M tokens
Blended Price (3:1)$2.625 / 1M tokens

Speed

Tokens/sec94.1
Time to First Token1.33s
Time to Answer22.58s

Provider Price Ranking

Provider Price Ranking

1 providers

ProviderInputOutput
1AlibabaPRIMARY
$0.7
$8.4

Compare pricing across different API providers for this model.

External Sources