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Qwen3 VL 30B A3B (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.

Date de sortie
2025-10-03
Paramètres
31.0B
Longueur du contexte
131K
Modalités
image, text, video

Radar de capacités

36
general
34
coding
81
reasoning
44
scienceest.
70
agents
100
multimodal

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

Classements

Domaine#RangScoreSource
Agents & Tools62
54.0
LS
Code Ranking233
37.0
AA
General Ranking251
42.0
AA
Math Reasoning75
83.0
AA
Multimodal Ranking38
77.0
LS
Reasoning80
53.0
LS
Science212
47.0
AA

Scores de benchmarks (LLM Stats)

3d

BLINK65.4%Aut.

Agents

BFCL-v368.6%Aut.
OSWorld30.6%Aut.

Biology

GPQA74.4%Aut.

Chemistry

SuperGPQA56.4%Aut.

Communication

MM-MT-Bench7.90 / 100Aut.
WritingBench85.2%Aut.
Multi-IF73.0%Aut.

Creativity

Creative Writing v382.5%Aut.
Arena-Hard v256.7%Aut.

Factuality

SimpleQA23.9%Aut.

Finance

MMLU87.6%Aut.
MMLU-Pro80.5%Aut.
MMLU-ProX76.1%Aut.

General

MMLU-Redux90.9%Aut.
IFEval81.7%Aut.
MLVU-M78.9%Aut.
MMMU (val)76.0%Aut.
MMStar75.5%Aut.
Include74.5%Aut.
LiveBench 2024112572.1%Aut.
LiveCodeBench v664.2%Aut.
MMMU-Pro63.0%Aut.

Grounding

ScreenSpot94.7%Aut.
ScreenSpot Pro57.3%Aut.

Healthcare

VideoMMMU75.0%Aut.

Image To Text

OCRBench83.9%Aut.
OCRBench-V2 (en)62.6%Aut.
OCRBench-V2 (zh)60.4%Aut.

Language

CharadesSTA62.7%Aut.

Long Context

LVBench59.2%Aut.

Math

AIME 202583.1%Aut.
MathVista-Mini81.9%Aut.
HMMT2567.6%Aut.
MathVision65.7%Aut.
PolyMATH51.7%Aut.

Multimodal

DocVQAtest95.0%Aut.
MMBench-V1.188.9%Aut.
CharXiv-D86.9%Aut.
AI2D86.9%Aut.
InfoVQAtest86.0%Aut.
CC-OCR77.8%Aut.
MuirBench77.6%Aut.
Video-MME73.3%Aut.
MVBench72.0%Aut.
CharXiv-R56.6%Aut.

Reasoning

Hallusion Bench66.0%Aut.
ERQA45.3%Aut.

Spatial Reasoning

RealWorldQA77.4%Aut.

Vision

ODinW42.3%Aut.

Indices d'évaluation AA

Math Index
82.3
Intelligence Index
19.7
Coding Index
13.1
Aime 25
0.8
Mmlu Pro
0.8
Gpqa
0.7
Livecodebench
0.7
Ifbench
0.5
Lcr
0.4
Scicode
0.3
Tau2
0.2
Hle
0.1
Terminalbench Hard
0.1

Scores par catégorie LLM Stats

Communication
3
Multimodal
100
Structured Output
80
Text-to-image
80
Finance
80
Grounding
80
Healthcare
80
Instruction Following
80
Language
80
Legal
80
Spatial Reasoning
70
Tool Calling
70
Video
70
Vision
70
Writing
70
3d
70
Biology
70
Chemistry
70
Creativity
70
General
70
Image To Text
70
Math
70
Physics
70
Reasoning
70
Economics
60
Long Context
60
Agents
50
Factuality
20

Tarification

Prix d'entrée$0.2 / 1M tokens
Prix de sortie$0.75 / 1M tokens
Prix mixte (3:1)$0.338 / 1M tokens

Vitesse

Tokens/sec126.2 tokens/s
Délai du premier token1.01s
Temps de réponse16.86s

Fournisseurs disponibles

(Unités internes LS)
FournisseurPrix d'entréePrix de sortie
Novita200K1.0M
DeepInfra290K990K

Sources externes