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

Radar de capacités

29
general
32
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
Capacité agentique83
51.0
LS
Classement codage309
28.0
AA
Classement général312
35.0
AA
Raisonnement mathématique262
31.0
AA
Classement multimodal51
75.0
LS
Raisonnement81
54.0
LS
Science358
32.0
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
10.6
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
Instruction Following
80
Language
80
Structured Output
80
Text-to-image
80
Image To Text
70
Legal
70
Math
70
Reasoning
70
Finance
70
General
70
Grounding
70
Healthcare
70
3d
70
Biology
70
Creativity
70
Vision
70
Writing
70
Long Context
60
Physics
60
Spatial Reasoning
60
Chemistry
60
Tool Calling
60
Video
60
Factuality
50
Agents
50
Economics
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/sec132.1
Délai du premier token1.14s
Temps de réponse16.28s

Classement des Prix par Fournisseur

Classement des Prix par Fournisseur

6 fournisseurs

Moins cher: DeepInfraPlus cher: SiliconFlow
FournisseurEntréeSortie
1DeepInfraMoins cher
$0
$0
2OpenRouter
$0.117
$1.365
3Kilo Gateway
$0.117
$1.365
4AlibabaPRINCIPAL
$0.18
$2.1
5SiliconFlow (China)
$0.18
$2
6SiliconFlow
$0.18
$2

Comparer les prix entre différents fournisseurs API pour ce modèle.

Sources externes