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Qwen3 VL 8B Instruct

AlibabaQwen開源權重Apache 2.0 · 商用許可

描述

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.

發布日期
2025-10-14
參數規模
9.0B
上下文長度
131K
支援模態
image, text, video

能力雷達圖

26
general
30
coding
30
reasoning
26
science估算
70
agents
100
multimodal

Science 在缺少專門科學評測時使用推理能力代理估算。

排行榜排名

領域#排名分數來源
智慧體能力模型榜73
53.0
LS
程式碼能力榜372
20.0
AA
通用能力榜351
32.0
AA
數學推理273
28.0
AA
多模態榜55
74.0
LS
推理能力88
52.0
LS
科學能力419
24.0
AA

基準測試分數 (LLM Stats)

3d

BLINK69.1%自報

Agents

BFCL-v366.3%自報
OSWorld33.9%自報

Chemistry

SuperGPQA44.5%自報

Communication

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

Finance

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

General

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

Grounding

ScreenSpot94.4%自報
ScreenSpot Pro54.6%自報

Healthcare

VideoMMMU65.3%自報

Image To Text

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

Language

CharadesSTA56.0%自報

Long Context

LVBench58.0%自報

Math

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

Multimodal

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

Reasoning

Hallusion Bench61.1%自報
ERQA45.8%自報

Spatial Reasoning

RealWorldQA71.5%自報

Vision

ODinW44.7%自報

AA 評測指數

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

LLM Stats 分類評分

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

定價

輸入價格$0.18 / 1M tokens
輸出價格$0.7 / 1M tokens
混合價格(3:1)$0.31 / 1M tokens

速度

Tokens/秒140.8
首Token延遲0.94s
首回答延遲0.94s

供應商價格排行

供應商價格排行

9 個供應商

最便宜: Novita最貴: SiliconFlow
供應商輸入輸出
1Novita最便宜
$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
7Alibaba主要
$0.18
$0.7
8SiliconFlow (China)
$0.18
$0.68
9SiliconFlow
$0.18
$0.68

比較該模型在不同 API 供應商之間的定價。

外部連結