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Qwen3 VL 8B (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
2025-10-14
Paramètres
9.0B
Longueur du contexte
131K
Modalités
image, text

Radar de capacités

32
general
20
coding
35
reasoning
34
scienceest.
60
agents
100
multimodal

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

Classements

Domaine#RangScoreSource
Agents & Tools72
51.0
LS
Code Ranking309
24.0
AA
General Ranking288
38.0
AA
Math Reasoning261
31.0
AA
Multimodal Ranking46
75.0
LS
Reasoning76
54.0
LS
Science333
33.0
AA

Scores de benchmarks (LLM Stats)

3d

BLINK68.7%Aut.

Agents

BFCL-v363.0%Aut.
OSWorld33.9%Aut.

Biology

GPQA69.9%Aut.

Chemistry

SuperGPQA51.2%Aut.

Communication

MM-MT-Bench8.00 / 100Aut.
WritingBench85.5%Aut.
Multi-IF75.1%Aut.

Creativity

Creative Writing v382.4%Aut.
Arena-Hard v251.1%Aut.

Factuality

SimpleQA49.6%Aut.

Finance

MMLU85.2%Aut.
MMLU-Pro77.3%Aut.
MMLU-ProX70.7%Aut.

General

MMLU-Redux88.8%Aut.
IFEval83.2%Aut.
MMStar75.3%Aut.
MLVU-M75.1%Aut.
MMMU (val)74.1%Aut.
LiveBench 2024112569.8%Aut.
Include69.5%Aut.
MMMU-Pro60.4%Aut.
LiveCodeBench v658.6%Aut.

Grounding

ScreenSpot93.6%Aut.
ScreenSpot Pro46.6%Aut.

Healthcare

VideoMMMU72.8%Aut.

Image To Text

OCRBench81.9%Aut.
OCRBench-V2 (en)63.9%Aut.
OCRBench-V2 (zh)59.2%Aut.

Language

CharadesSTA59.9%Aut.

Long Context

LVBench55.8%Aut.

Math

MathVista-Mini81.4%Aut.
AIME 202580.3%Aut.
MathVision62.7%Aut.
HMMT2560.6%Aut.
PolyMATH47.5%Aut.

Multimodal

DocVQAtest95.3%Aut.
MMBench-V1.187.5%Aut.
InfoVQAtest86.0%Aut.
CharXiv-D85.9%Aut.
AI2D84.9%Aut.
MuirBench76.8%Aut.
CC-OCR76.3%Aut.
Video-MME71.8%Aut.
MVBench69.0%Aut.
CharXiv-R53.0%Aut.

Reasoning

Hallusion Bench65.4%Aut.
ERQA46.8%Aut.

Spatial Reasoning

RealWorldQA73.5%Aut.

Vision

ODinW39.8%Aut.

Indices d'évaluation AA

Math Index
30.7
Intelligence Index
16.7
Coding Index
9.8
Mmlu Pro
0.7
Gpqa
0.6
Ifbench
0.4
Livecodebench
0.4
Lcr
0.3
Aime 25
0.3
Tau2
0.2
Scicode
0.2
Terminalbench Hard
0.0
Hle
0.0

Scores par catégorie LLM Stats

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

Tarification

Prix d'entrée$0.18 / 1M tokens
Prix de sortie$2.1 / 1M tokens
Prix mixte (3:1)$0.66 / 1M tokens

Vitesse

Tokens/sec135.7 tokens/s
Délai du premier token1.12s
Temps de réponse15.86s

Fournisseurs disponibles

(Unités internes LS)
FournisseurPrix d'entréePrix de sortie
DeepInfra180K2.1M

Sources externes