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Qwen3 VL 32B (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Usage Commercial

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.

Date de sortie
2025-10-21
Paramètres
33.0B
Longueur du contexte
131K
Modalités
image, text

Radar de capacités

36
general
64
coding
83
reasoning
45
scienceest.
70
agents
90
multimodal

Science utilise un proxy de raisonnement lorsque les benchmarks scientifiques dédiés ne sont pas disponibles.

Classements

Domaine#RangScoreSource
Capacité agentique29
61.0
LS
Classement codage159
55.0
AA
Classement général187
52.0
AA
Raisonnement mathématique61
86.0
AA
Classement multimodal33
80.0
LS
Raisonnement71
58.0
LS
Science233
46.0
AA

Scores de benchmarks (LLM Stats)

3d

BLINK68.5%Aut.

Agents

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

Biology

GPQA73.1%Aut.

Chemistry

SuperGPQA59.0%Aut.

Communication

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

Creativity

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

Factuality

SimpleQA55.4%Aut.

Finance

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

General

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

Grounding

ScreenSpot95.7%Aut.
ScreenSpot Pro57.1%Aut.

Healthcare

VideoMMMU79.0%Aut.

Image To Text

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

Language

CharadesSTA62.8%Aut.

Long Context

LVBench62.6%Aut.

Math

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

Multimodal

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

Reasoning

Hallusion Bench67.4%Aut.
ERQA52.3%Aut.

Spatial Reasoning

RealWorldQA78.4%Aut.

Indices d'évaluation AA

Math Index
84.7
Intelligence Index
17.9
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

Scores par catégorie LLM Stats

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

Tarification

Prix d'entrée$0.7 / 1M tokens
Prix de sortie$8.4 / 1M tokens
Prix mixte (3:1)$2.625 / 1M tokens

Vitesse

Tokens/sec94.2
Délai du premier token1.43s
Temps de réponse22.66s

Classement des Prix par Fournisseur

Classement des Prix par Fournisseur

5 fournisseurs

Moins cher: OpenRouterPlus cher: Alibaba
FournisseurEntréeSortie
1OpenRouterMoins cher
$0.104
$0.416
2Kilo Gateway
$0.104
$0.416
3SiliconFlow (China)
$0.2
$1.5
4SiliconFlow
$0.2
$1.5
5AlibabaPRINCIPAL
$0.7
$8.4

Comparer les prix entre différents fournisseurs API pour ce modèle.

Sources externes