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Qwen3 VL 32B Instruct

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

34
general
30
coding
68
reasoning
42
scienceest.
70
agents
90
multimodal

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

Rankings

Domain#RankScoreSource
Agents & Tools56
55.0
LS
Code Ranking248
33.0
AA
General Ranking269
40.0
AA
Math Reasoning124
69.0
AA
Multimodal Ranking35
78.0
LS
Reasoning73
55.0
LS
Science239
44.0
AA

Benchmark Scores (LLM Stats)

3d

BLINK67.3%SR

Agents

BFCL-v370.2%SR
OSWorld32.6%SR

Biology

GPQA68.9%SR

Chemistry

SuperGPQA54.6%SR

Communication

MM-MT-Bench8.40 / 100SR
WritingBench82.9%SR
Multi-IF72.0%SR

Creativity

Creative Writing v385.6%SR
Arena-Hard v264.7%SR

Finance

MMLU86.4%SR
MMLU-Pro78.6%SR
MMLU-ProX73.4%SR

General

MMLU-Redux89.8%SR
IFEval84.7%SR
MLVU-M82.1%SR
MMStar77.7%SR
MMMU (val)76.0%SR
Include74.0%SR
LiveBench 2024112572.2%SR
MMMU-Pro65.3%SR
LiveCodeBench v643.8%SR

Grounding

ScreenSpot95.8%SR
ScreenSpot Pro57.9%SR

Image To Text

OCRBench89.5%SR
OCRBench-V2 (en)67.4%SR
OCRBench-V2 (zh)59.2%SR

Language

CharadesSTA61.2%SR

Long Context

LVBench63.8%SR

Math

MathVista-Mini83.8%SR
AIME 202566.2%SR
MathVision63.4%SR
PolyMATH40.5%SR

Multimodal

DocVQAtest96.9%SR
CharXiv-D90.5%SR
AI2D89.5%SR
InfoVQAtest87.0%SR
CC-OCR80.3%SR
MVBench72.8%SR
MuirBench72.8%SR
CharXiv-R62.8%SR

Reasoning

Hallusion Bench63.8%SR
ERQA48.8%SR

Spatial Reasoning

RealWorldQA79.0%SR

Vision

ODinW46.6%SR

AA Evaluation Indices

Math Index
68.3
Intelligence Index
17.2
Coding Index
15.6
Mmlu Pro
0.8
Aime 25
0.7
Gpqa
0.7
Livecodebench
0.5
Ifbench
0.4
Lcr
0.3
Scicode
0.3
Tau2
0.3
Terminalbench Hard
0.1
Hle
0.1

LLM Stats Category Scores

Communication
3
Multimodal
1
Structured Output
80
Text-to-image
80
Writing
80
Creativity
80
Grounding
80
Instruction Following
80
Language
80
Legal
80
Spatial Reasoning
70
Tool Calling
70
Video
70
Vision
70
3d
70
Biology
70
Finance
70
General
70
Healthcare
70
Image To Text
70
Math
70
Reasoning
70
Chemistry
60
Long Context
60
Physics
60
Agents
50
Economics
50

Pricing

Input Price$0.7 / 1M tokens
Output Price$2.8 / 1M tokens
Blended Price (3:1)$1.225 / 1M tokens

Speed

Tokens/sec78.4 tokens/s
Time to First Token1.23s
Time to Answer1.23s

Available Providers

(LS internal units)

No provider data available

External Sources