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Qwen3 VL 8B Instruct

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
2025-10-14
Paramètres
9.0B
Longueur du contexte
131K
Modalités
image, text, video

Radar de capacités

26
general
30
coding
30
reasoning
26
scienceest.
70
agents
100
multimodal

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

Classements

Domaine#RangScoreSource
Capacité agentique73
53.0
LS
Classement codage372
20.0
AA
Classement général351
32.0
AA
Raisonnement mathématique273
28.0
AA
Classement multimodal55
74.0
LS
Raisonnement88
52.0
LS
Science419
24.0
AA

Scores de benchmarks (LLM Stats)

3d

BLINK69.1%Aut.

Agents

BFCL-v366.3%Aut.
OSWorld33.9%Aut.

Chemistry

SuperGPQA44.5%Aut.

Communication

MM-MT-Bench7.70 / 100Aut.
WritingBench83.1%Aut.
Multi-IF75.1%Aut.

Finance

MMLU80.7%Aut.
MMLU-Pro71.6%Aut.
MMLU-ProX65.4%Aut.

General

MMLU-Redux84.9%Aut.
IFEval83.7%Aut.
MLVU-M78.1%Aut.
MMStar70.9%Aut.
MMMU (val)69.6%Aut.
Include67.0%Aut.
LiveBench 2024112562.0%Aut.
MMMU-Pro55.9%Aut.
LiveCodeBench v639.3%Aut.

Grounding

ScreenSpot94.4%Aut.
ScreenSpot Pro54.6%Aut.

Healthcare

VideoMMMU65.3%Aut.

Image To Text

OCRBench89.6%Aut.
OCRBench-V2 (en)65.4%Aut.
OCRBench-V2 (zh)61.2%Aut.

Language

CharadesSTA56.0%Aut.

Long Context

LVBench58.0%Aut.

Math

MathVista-Mini77.2%Aut.
MathVision53.9%Aut.
AIME 202545.9%Aut.
HMMT2532.5%Aut.
PolyMATH30.4%Aut.

Multimodal

DocVQAtest96.1%Aut.
AI2D85.7%Aut.
MMBench-V1.185.0%Aut.
InfoVQAtest83.1%Aut.
CharXiv-D83.0%Aut.
CC-OCR79.9%Aut.
Video-MME71.4%Aut.
MVBench68.7%Aut.
MuirBench64.4%Aut.
CharXiv-R46.4%Aut.

Reasoning

Hallusion Bench61.1%Aut.
ERQA45.8%Aut.

Spatial Reasoning

RealWorldQA71.5%Aut.

Vision

ODinW44.7%Aut.

Indices d'évaluation AA

Math Index
27.3
Intelligence Index
8.4
Mmlu Pro
0.7
Gpqa
0.4
Livecodebench
0.3
Ifbench
0.3
Tau2
0.3
Aime 25
0.3
Scicode
0.2
Lcr
0.2
Hle
0.0
Terminalbench Hard
0.0

Scores par catégorie LLM Stats

Communication
3
Multimodal
100
Instruction Following
80
Structured Output
80
Creativity
80
Text-to-image
80
Writing
80
Image To Text
70
Language
70
Legal
70
Finance
70
Grounding
70
Healthcare
70
3d
70
Tool Calling
70
Vision
70
Long Context
60
Math
60
Reasoning
60
Spatial Reasoning
60
General
60
Video
60
Agents
50
Physics
40
Chemistry
40
Economics
40

Tarification

Prix d'entrée$0.18 / 1M tokens
Prix de sortie$0.7 / 1M tokens
Prix mixte (3:1)$0.31 / 1M tokens

Vitesse

Tokens/sec140.8
Délai du premier token0.94s
Temps de réponse0.94s

Classement des Prix par Fournisseur

Classement des Prix par Fournisseur

9 fournisseurs

Moins cher: NovitaPlus cher: SiliconFlow
FournisseurEntréeSortie
1NovitaMoins cher
$0
$0
2DeepInfra
$0
$0
3OpenRouter
$0.08
$0.5
4NovitaAI
$0.08
$0.5
5Kilo Gateway
$0.08
$0.5
6LLM Gateway
$0.08
$0.5
7AlibabaPRINCIPAL
$0.18
$0.7
8SiliconFlow (China)
$0.18
$0.68
9SiliconFlow
$0.18
$0.68

Comparer les prix entre différents fournisseurs API pour ce modèle.

Sources externes